machine-learning/E2E-Classification with Iris Dataset.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Classification with Iris Dataset"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "This notebook demonstrates how to:\n",
        "\n",
        "1. Define the model input and output schema\n",
        "1. Load in data from a text file to an IDataView\n",
        "1. Set up the training pipeline with data transforms\n",
        "1. Choose an algorithm and append it to the pipeline\n",
        "1. Train the model\n",
        "1. Evaluate the model\n",
        "1. Consume the model"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Install the necessary NuGet packages for training ML.NET model and plotting:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "dotnet_interactive": {
          "language": "csharp"
        }
      },
      "source": [
        "\n",
        "/* Notebook files contain both code snippets and rich text elements.\n",
        "Use the \"run\" button in the left margin to execute each code snippet and explore ML.NET. */\n",
        "\n",
        "#i \"nuget:https://pkgs.dev.azure.com/dnceng/public/_packaging/MachineLearning/nuget/v3/index.json\"\n",
        "#r \"nuget: Plotly.NET.Interactive, 3.0.2\"\n",
        "#r \"nuget: Plotly.NET.CSharp, 0.0.1\"\n",
        "#r \"nuget: Microsoft.ML.AutoML, 0.20.0-preview.22356.1\"\n",
        "#r \"nuget: Microsoft.Data.Analysis, 0.20.0-preview.22356.1\""
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": "<div><div><strong>Restore sources</strong><ul><li><span>https://pkgs.dev.azure.com/dnceng/public/_packaging/MachineLearning/nuget/v3/index.json</span></li></ul></div><div></div><div><strong>Installed Packages</strong><ul><li><span>Microsoft.Data.Analysis, 0.20.0-preview.22356.1</span></li><li><span>Microsoft.ML.AutoML, 0.20.0-preview.22356.1</span></li><li><span>Plotly.NET.CSharp, 0.0.1</span></li><li><span>Plotly.NET.Interactive, 3.0.2</span></li></ul></div></div>"
          },
          "execution_count": 1,
          "metadata": {}
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/markdown": "Loading extensions from `Microsoft.ML.AutoML.Interactive.dll`"
          },
          "execution_count": 1,
          "metadata": {}
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/markdown": "Loading extensions from `Plotly.NET.Interactive.dll`"
          },
          "execution_count": 1,
          "metadata": {}
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/markdown": "Loading extensions from `Microsoft.Data.Analysis.Interactive.dll`"
          },
          "execution_count": 1,
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "dotnet_interactive": {
          "language": "csharp"
        }
      },
      "source": [
        "\n",
        "// Import common usings.\n",
        "using static Microsoft.DotNet.Interactive.Formatting.PocketViewTags;\n",
        "using Microsoft.DotNet.Interactive.Formatting;\n",
        "using Microsoft.Data.Analysis;\n",
        "using System;\n",
        "using System.Collections.Generic;\n",
        "using System.IO;\n",
        "using System.Linq;\n",
        "using Microsoft.ML;\n",
        "using Microsoft.ML.Data;\n",
        "using Microsoft.ML.AutoML;"
      ],
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Define the model input and output schemas:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "dotnet_interactive": {
          "language": "csharp"
        }
      },
      "source": [
        "// Define the model input schema (which columns you will be loading in for training)\n",
        "public class ModelInput\n",
        "{\n",
        "    [ColumnName(@\"Label\"), LoadColumn(0)]\n",
        "    public string Label { get; set; }\n",
        "    \n",
        "    [ColumnName(@\"Sepal length\"), LoadColumn(1)]\n",
        "    public float Sepal_length { get; set; }\n",
        "    \n",
        "    [ColumnName(@\"Sepal width\"), LoadColumn(2)]\n",
        "    public float Sepal_width { get; set; }\n",
        "    \n",
        "    [ColumnName(@\"Petal length\"), LoadColumn(3)]\n",
        "    public float Petal_length { get; set; }\n",
        "    \n",
        "    [ColumnName(@\"Petal width\"), LoadColumn(4)]\n",
        "    public float Petal_width { get; set; }\n",
        "    \n",
        "}\n",
        "\n",
        "\n",
        "// Define the model output schema (what the model will return)\n",
        "public class ModelOutput\n",
        "{\n",
        "    [ColumnName(\"PredictedLabel\")]\n",
        "    public string PredictedLabel { get; set;}\n",
        "\n",
        "    public float[] Score { get; set;}\n",
        "}\n",
        "\n",
        ""
      ],
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Download or Locate Data\n",
        "The following code tries to locate the data file in a few known locations or it will download it from the known GitHub location."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "dotnet_interactive": {
          "language": "csharp"
        }
      },
      "source": [
        "using System;\n",
        "using System.IO;\n",
        "using System.Net;\n",
        "\n",
        "string EnsureDataSetDownloaded(string fileName)\n",
        "{\n",
        "\n",
        "\t// This is the path if the repo has been checked out.\n",
        "\tvar filePath = Path.Combine(Directory.GetCurrentDirectory(),\"data\", fileName);\n",
        "\n",
        "\tif (!File.Exists(filePath))\n",
        "\t{\n",
        "\t\t// This is the path if the file has already been downloaded.\n",
        "\t\tfilePath = Path.Combine(Directory.GetCurrentDirectory(), fileName);\n",
        "\t}\n",
        "\n",
        "\tif (!File.Exists(filePath))\n",
        "\t{\n",
        "\t\tusing (var client = new WebClient())\n",
        "\t\t{\n",
        "\t\t\tclient.DownloadFile($\"https://raw.githubusercontent.com/dotnet/csharp-notebooks/main/machine-learning/data/{fileName}\", filePath);\n",
        "\t\t}\n",
        "\t\tConsole.WriteLine($\"Downloaded {fileName}  to : {filePath}\");\n",
        "\t}\n",
        "\telse\n",
        "\t{\n",
        "\t\tConsole.WriteLine($\"{fileName} found here: {filePath}\");\n",
        "\t}\n",
        "\n",
        "\treturn filePath;\n",
        "}"
      ],
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Create MLContext and load training data:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "dotnet_interactive": {
          "language": "csharp"
        }
      },
      "source": [
        "// Create a new MLContext (the starting point for all ML.NET operations)\n",
        "var mlContext = new MLContext();\n",
        "\n",
        "// Define path to training data\n",
        "string trainValidateDataPath =  EnsureDataSetDownloaded(\"iris-train.tsv\");\n",
        "string testDataPath = EnsureDataSetDownloaded(\"iris-test.tsv\");\n",
        "\n",
        "// Load data from a text file to an IDataView (a flexible, efficient way of describing tabular data)\n",
        "IDataView trainValidateData = mlContext.Data.LoadFromTextFile<ModelInput>(\n",
        "    path: trainValidateDataPath,\n",
        "    hasHeader: true ,\n",
        "    separatorChar: '\\t',\n",
        "    allowQuoting: true,\n",
        "    allowSparse: false);\n",
        "\n",
        "IDataView testData = mlContext.Data.LoadFromTextFile<ModelInput>(\n",
        "    path: testDataPath,\n",
        "    hasHeader: true ,\n",
        "    separatorChar: '\\t',\n",
        "    allowQuoting: true,\n",
        "    allowSparse: false);\n",
        "\n",
        "// Display training data schema\n",
        "display(trainValidateData.Schema); \n",
        ""
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": "iris-test.tsv found here: C:\\dev\\csharp-notebooks\\machine-learning\\data\\iris-test.tsv\r\n"
          },
          "execution_count": 1,
          "metadata": {}
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/html": "<table><thead><tr><th><i>index</i></th><th>Name</th><th>Index</th><th>IsHidden</th><th>Type</th><th>Annotations</th></tr></thead><tbody><tr><td>0</td><td>Label</td><td><div class=\"dni-plaintext\">0</div></td><td><div class=\"dni-plaintext\">False</div></td><td><table><thead><tr><th>RawType</th></tr></thead><tbody><tr><td><div class=\"dni-plaintext\">System.ReadOnlyMemory&lt;System.Char&gt;</div></td></tr></tbody></table></td><td><table><thead><tr><th>Schema</th></tr></thead><tbody><tr><td><div class=\"dni-plaintext\">[  ]</div></td></tr></tbody></table></td></tr><tr><td>1</td><td>Sepal length</td><td><div class=\"dni-plaintext\">1</div></td><td><div class=\"dni-plaintext\">False</div></td><td><table><thead><tr><th>RawType</th></tr></thead><tbody><tr><td><div class=\"dni-plaintext\">System.Single</div></td></tr></tbody></table></td><td><table><thead><tr><th>Schema</th></tr></thead><tbody><tr><td><div class=\"dni-plaintext\">[  ]</div></td></tr></tbody></table></td></tr><tr><td>2</td><td>Sepal width</td><td><div class=\"dni-plaintext\">2</div></td><td><div class=\"dni-plaintext\">False</div></td><td><table><thead><tr><th>RawType</th></tr></thead><tbody><tr><td><div class=\"dni-plaintext\">System.Single</div></td></tr></tbody></table></td><td><table><thead><tr><th>Schema</th></tr></thead><tbody><tr><td><div class=\"dni-plaintext\">[  ]</div></td></tr></tbody></table></td></tr><tr><td>3</td><td>Petal length</td><td><div class=\"dni-plaintext\">3</div></td><td><div class=\"dni-plaintext\">False</div></td><td><table><thead><tr><th>RawType</th></tr></thead><tbody><tr><td><div class=\"dni-plaintext\">System.Single</div></td></tr></tbody></table></td><td><table><thead><tr><th>Schema</th></tr></thead><tbody><tr><td><div class=\"dni-plaintext\">[  ]</div></td></tr></tbody></table></td></tr><tr><td>4</td><td>Petal width</td><td><div class=\"dni-plaintext\">4</div></td><td><div class=\"dni-plaintext\">False</div></td><td><table><thead><tr><th>RawType</th></tr></thead><tbody><tr><td><div class=\"dni-plaintext\">System.Single</div></td></tr></tbody></table></td><td><table><thead><tr><th>Schema</th></tr></thead><tbody><tr><td><div class=\"dni-plaintext\">[  ]</div></td></tr></tbody></table></td></tr></tbody></table>"
          },
          "execution_count": 1,
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "dotnet_interactive": {
          "language": "csharp"
        }
      },
      "source": [
        "display(h4(\"Showing 5 rows from training DataView:\"));\n",
        "var fewRows = mlContext.Data.CreateEnumerable<ModelInput>(trainValidateData, reuseRowObject: false)\n",
        "                    .Take(5)\n",
        "                    .ToList();\n",
        "display(fewRows);"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": "<h4>Showing 5 rows from training DataView:</h4>"
          },
          "execution_count": 1,
          "metadata": {}
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/html": "<table><thead><tr><th><i>index</i></th><th>Label</th><th>Sepal_length</th><th>Sepal_width</th><th>Petal_length</th><th>Petal_width</th></tr></thead><tbody><tr><td>0</td><td>setosa</td><td><div class=\"dni-plaintext\">5.4</div></td><td><div class=\"dni-plaintext\">3.7</div></td><td><div class=\"dni-plaintext\">1.5</div></td><td><div class=\"dni-plaintext\">0.2</div></td></tr><tr><td>1</td><td>setosa</td><td><div class=\"dni-plaintext\">4.8</div></td><td><div class=\"dni-plaintext\">3.4</div></td><td><div class=\"dni-plaintext\">1.6</div></td><td><div class=\"dni-plaintext\">0.2</div></td></tr><tr><td>2</td><td>setosa</td><td><div class=\"dni-plaintext\">4.8</div></td><td><div class=\"dni-plaintext\">3</div></td><td><div class=\"dni-plaintext\">1.4</div></td><td><div class=\"dni-plaintext\">0.1</div></td></tr><tr><td>3</td><td>setosa</td><td><div class=\"dni-plaintext\">4.3</div></td><td><div class=\"dni-plaintext\">3</div></td><td><div class=\"dni-plaintext\">1.1</div></td><td><div class=\"dni-plaintext\">0.1</div></td></tr><tr><td>4</td><td>setosa</td><td><div class=\"dni-plaintext\">5.8</div></td><td><div class=\"dni-plaintext\">4</div></td><td><div class=\"dni-plaintext\">1.2</div></td><td><div class=\"dni-plaintext\">0.2</div></td></tr></tbody></table>"
          },
          "execution_count": 1,
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Create the training pipeline, choose an algorithm, and train the model:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "dotnet_interactive": {
          "language": "csharp"
        }
      },
      "source": [
        "using Microsoft.ML.Data;\n",
        "using Microsoft.ML.Trainers.FastTree;\n",
        "using Microsoft.ML.Trainers;\n",
        "using Microsoft.ML;\n",
        "\n",
        "var trainValidateSplit = mlContext.Data.TrainTestSplit(trainValidateData, 0.2);\n",
        "\n",
        "var trainDataset = trainValidateSplit.TrainSet;\n",
        "var validateDataset = trainValidateSplit.TestSet;\n",
        "\n",
        "// Append the trainer to the data processing pipeline\n",
        "var pipeline = mlContext.Transforms.ReplaceMissingValues(new []{new InputOutputColumnPair(@\"Sepal length\", @\"Sepal length\"),new InputOutputColumnPair(@\"Sepal width\", @\"Sepal width\"),new InputOutputColumnPair(@\"Petal length\", @\"Petal length\"),new InputOutputColumnPair(@\"Petal width\", @\"Petal width\")})      \n",
        "                 .Append(mlContext.Transforms.Concatenate(@\"Features\", new []{@\"Sepal length\",@\"Sepal width\",@\"Petal length\",@\"Petal width\"}))      \n",
        "                 .Append(mlContext.Transforms.Conversion.MapValueToKey(outputColumnName:@\"Label\",inputColumnName:@\"Label\"))   \n",
        "\t\t\t\t .Append(mlContext.Auto().MultiClassification(labelColumnName: \"Label\"))\n",
        "                 .Append(mlContext.Transforms.Conversion.MapKeyToValue(outputColumnName:@\"PredictedLabel\",inputColumnName:@\"PredictedLabel\"));\n",
        "\n",
        "\n",
        "var monitor = new NotebookMonitor();\n",
        "\n",
        "var experiment = mlContext.Auto().CreateExperiment()\n",
        "                    .SetPipeline(pipeline)\n",
        "                    .SetTrainingTimeInSeconds(50)\n",
        "                    .SetDataset(trainDataset, validateDataset)\n",
        "                    .SetEvaluateMetric(MulticlassClassificationMetric.MacroAccuracy, \"Label\", \"PredictedLabel\")\n",
        "                    .SetMonitor(monitor);\n",
        "\n",
        "// Configure Visualizer\t\t\t\n",
        "monitor.SetUpdate(monitor.Display());\n",
        "\n",
        "// Start Experiment\n",
        "var res = await experiment.RunAsync();\n",
        "\n",
        "\n",
        "var model = res.Model;\n",
        ""
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": "<div><h3>Best Trial</h3><p>Id: 3</p><p>Trainer: LbfgsMaximumEntropyMulti=&gt;Unknown</p><p>Parameters: {\r\n  &quot;0&quot;: {},\r\n  &quot;1&quot;: {\r\n    &quot;L1Regularization&quot;: 1,\r\n    &quot;L2Regularization&quot;: 1,\r\n    &quot;LabelColumnName&quot;: &quot;Label&quot;,\r\n    &quot;FeatureColumnName&quot;: &quot;Features&quot;\r\n  },\r\n  &quot;2&quot;: {}\r\n}</p><h3>Active Trial</h3><p>Id: 421</p><p>Trainer: FastTreeOva=&gt;Unknown</p><p>Parameters: {\r\n  &quot;0&quot;: {},\r\n  &quot;1&quot;: {\r\n    &quot;NumberOfLeaves&quot;: 4,\r\n    &quot;MinimumExampleCountPerLeaf&quot;: 7,\r\n    &quot;NumberOfTrees&quot;: 7,\r\n    &quot;MaximumBinCountPerFeature&quot;: 841,\r\n    &quot;FeatureFraction&quot;: 0.99999999,\r\n    &quot;LearningRate&quot;: 0.0020825030257382126,\r\n    &quot;LabelColumnName&quot;: &quot;Label&quot;,\r\n    &quot;FeatureColumnName&quot;: &quot;Features&quot;\r\n  },\r\n  &quot;2&quot;: {}\r\n}</p></div><div><h3>Plot Metrics over Trials</h3></div>\n<div>\n    <div id=\"19ddafb4-1064-4b12-a923-1770e725ff65\"><!-- Plotly chart will be drawn inside this DIV --></div>\r\n<script type=\"text/javascript\">\r\n\r\n            var renderPlotly_19ddafb410644b12a9231770e725ff65 = function() {\r\n            var fsharpPlotlyRequire = requirejs.config({context:'fsharp-plotly',paths:{plotly:'https://cdn.plot.ly/plotly-2.6.3.min'}}) || require;\r\n            fsharpPlotlyRequire(['plotly'], function(Plotly) {\r\n\r\n            var data = [{\"type\":\"scatter\",\"name\":\"Plot Metrics over 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class=\"dni-plaintext\">1</div></i></td><td><div class=\"dni-plaintext\">1</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:5.8076024,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">2</div></i></td><td><div class=\"dni-plaintext\">2</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1,&quot;L2Regularization&quot;:0.1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">3</div></i></td><td><div class=\"dni-plaintext\">3</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1,&quot;L2Regularization&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">4</div></i></td><td><div class=\"dni-plaintext\">4</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:4,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">5</div></i></td><td><div class=\"dni-plaintext\">5</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:255,&quot;FeatureFraction&quot;:1,&quot;LearningRate&quot;:0.09999999999999998,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">6</div></i></td><td><div class=\"dni-plaintext\">6</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1,&quot;L2Regularization&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">7</div></i></td><td><div class=\"dni-plaintext\">7</div></td><td><div class=\"dni-plaintext\">0.71428573</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.110908695,&quot;L2Regularization&quot;:0.038129948,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">8</div></i></td><td><div class=\"dni-plaintext\">8</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:1,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:1,&quot;MaximumBinCountPerFeature&quot;:255,&quot;FeatureFraction&quot;:1,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">9</div></i></td><td><div class=\"dni-plaintext\">9</div></td><td><div class=\"dni-plaintext\">0.71428573</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.17218809,&quot;L2Regularization&quot;:0.51255995,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">10</div></i></td><td><div class=\"dni-plaintext\">10</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.09182335,&quot;L2Regularization&quot;:1.2863914,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">11</div></i></td><td><div class=\"dni-plaintext\">11</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:23,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:279,&quot;FeatureFraction&quot;:0.9532842126011268,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">12</div></i></td><td><div class=\"dni-plaintext\">12</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:4,&quot;NumberOfLeaves&quot;:18,&quot;FeatureFraction&quot;:0.99636084,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">13</div></i></td><td><div class=\"dni-plaintext\">13</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.10226676,&quot;L2Regularization&quot;:2.122302,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">14</div></i></td><td><div class=\"dni-plaintext\">14</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.09569978,&quot;L2Regularization&quot;:1.3936441,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">15</div></i></td><td><div class=\"dni-plaintext\">15</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:5.8772917,&quot;L2Regularization&quot;:1.0464804,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">16</div></i></td><td><div class=\"dni-plaintext\">16</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:17,&quot;NumberOfTrees&quot;:6,&quot;MaximumBinCountPerFeature&quot;:230,&quot;FeatureFraction&quot;:0.99999999,&quot;LearningRate&quot;:0.003486041858255558,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">17</div></i></td><td><div class=\"dni-plaintext\">17</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:5,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:362,&quot;FeatureFraction&quot;:0.9812482316812464,&quot;L1Regularization&quot;:3.0698211408926062E-09,&quot;L2Regularization&quot;:0.41878948706572167,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">18</div></i></td><td><div class=\"dni-plaintext\">18</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:10.890476,&quot;L2Regularization&quot;:0.77736837,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">19</div></i></td><td><div class=\"dni-plaintext\">19</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:5,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">20</div></i></td><td><div class=\"dni-plaintext\">20</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:9.778348,&quot;L2Regularization&quot;:0.4711865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">21</div></i></td><td><div class=\"dni-plaintext\">21</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.12853466,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">22</div></i></td><td><div class=\"dni-plaintext\">22</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.25104886,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">23</div></i></td><td><div class=\"dni-plaintext\">23</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.14900851,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">24</div></i></td><td><div class=\"dni-plaintext\">24</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:29,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:166,&quot;FeatureFraction&quot;:0.99999999,&quot;LearningRate&quot;:0.6383018694063358,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">25</div></i></td><td><div class=\"dni-plaintext\">25</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.7915868004761192,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.22228247201648965,&quot;MaximumBinCountPerFeature&quot;:178,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">26</div></i></td><td><div class=\"dni-plaintext\">26</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:10.73853,&quot;L2Regularization&quot;:0.6969721,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">27</div></i></td><td><div class=\"dni-plaintext\">27</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.12443956,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">28</div></i></td><td><div class=\"dni-plaintext\">28</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:10.992406,&quot;L2Regularization&quot;:0.87172514,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">29</div></i></td><td><div class=\"dni-plaintext\">29</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99169934,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">30</div></i></td><td><div class=\"dni-plaintext\">30</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:13,&quot;NumberOfTrees&quot;:6,&quot;MaximumBinCountPerFeature&quot;:388,&quot;FeatureFraction&quot;:0.9699762345306804,&quot;LearningRate&quot;:0.015666568561518827,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">31</div></i></td><td><div class=\"dni-plaintext\">31</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:6.763693,&quot;L2Regularization&quot;:0.42296597,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">32</div></i></td><td><div class=\"dni-plaintext\">32</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:7,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.28986423775308784,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:246,&quot;FeatureFraction&quot;:0.9637609234187722,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.6018881909491806,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">33</div></i></td><td><div class=\"dni-plaintext\">33</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.09312261,&quot;L2Regularization&quot;:1.4347777,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">34</div></i></td><td><div class=\"dni-plaintext\">34</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:23.83826,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">35</div></i></td><td><div class=\"dni-plaintext\">35</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.090971895,&quot;L2Regularization&quot;:1.1471505,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">36</div></i></td><td><div class=\"dni-plaintext\">36</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:4,&quot;NumberOfLeaves&quot;:19,&quot;FeatureFraction&quot;:0.8535524,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">37</div></i></td><td><div class=\"dni-plaintext\">37</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:25,&quot;NumberOfTrees&quot;:7,&quot;MaximumBinCountPerFeature&quot;:262,&quot;FeatureFraction&quot;:0.99999999,&quot;LearningRate&quot;:0.0056014389361723396,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">38</div></i></td><td><div class=\"dni-plaintext\">38</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">39</div></i></td><td><div class=\"dni-plaintext\">39</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:29,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.8698287195654244,&quot;MaximumBinCountPerFeature&quot;:262,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:1.4881020721176402E-09,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">40</div></i></td><td><div class=\"dni-plaintext\">40</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">41</div></i></td><td><div class=\"dni-plaintext\">41</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.3316664,&quot;L2Regularization&quot;:8.435714,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">42</div></i></td><td><div class=\"dni-plaintext\">42</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.09996517,&quot;L2Regularization&quot;:49.098076,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">43</div></i></td><td><div class=\"dni-plaintext\">43</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9818701818943986,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">44</div></i></td><td><div class=\"dni-plaintext\">44</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.11606162,&quot;L2Regularization&quot;:0.3458527,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">45</div></i></td><td><div class=\"dni-plaintext\">45</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:5,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:209,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:4.212197496870798E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">46</div></i></td><td><div class=\"dni-plaintext\">46</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:28,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">47</div></i></td><td><div class=\"dni-plaintext\">47</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.24188747,&quot;L2Regularization&quot;:37.25728,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">48</div></i></td><td><div class=\"dni-plaintext\">48</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:27.523426,&quot;L2Regularization&quot;:0.058222007,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">49</div></i></td><td><div class=\"dni-plaintext\">49</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:19,&quot;MinimumExampleCountPerLeaf&quot;:27,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:159,&quot;FeatureFraction&quot;:0.99999999,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">50</div></i></td><td><div class=\"dni-plaintext\">50</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:3.0150776,&quot;L2Regularization&quot;:0.11854362,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">51</div></i></td><td><div class=\"dni-plaintext\">51</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:8.616113,&quot;L2Regularization&quot;:2.8914044,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">52</div></i></td><td><div class=\"dni-plaintext\">52</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.6026899919787931,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.07750494940729208,&quot;MaximumBinCountPerFeature&quot;:309,&quot;FeatureFraction&quot;:0.9150234458324054,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.21257023482611104,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">53</div></i></td><td><div class=\"dni-plaintext\">53</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:18,&quot;NumberOfLeaves&quot;:36,&quot;FeatureFraction&quot;:0.97689146,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">54</div></i></td><td><div class=\"dni-plaintext\">54</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">55</div></i></td><td><div class=\"dni-plaintext\">55</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:7,&quot;NumberOfTrees&quot;:9,&quot;MaximumBinCountPerFeature&quot;:376,&quot;FeatureFraction&quot;:0.9370380093626784,&quot;LearningRate&quot;:0.10341052538852866,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">56</div></i></td><td><div class=\"dni-plaintext\">56</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">57</div></i></td><td><div class=\"dni-plaintext\">57</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.29293522,&quot;L2Regularization&quot;:2.7929268,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">58</div></i></td><td><div class=\"dni-plaintext\">58</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:2.246514,&quot;L2Regularization&quot;:0.25131258,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">59</div></i></td><td><div class=\"dni-plaintext\">59</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.8469721,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">60</div></i></td><td><div class=\"dni-plaintext\">60</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.19515261250846927,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:343,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2.1844253973610035E-10,&quot;L2Regularization&quot;:0.4937573847302557,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">61</div></i></td><td><div class=\"dni-plaintext\">61</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:4,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">62</div></i></td><td><div class=\"dni-plaintext\">62</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:13,&quot;MinimumExampleCountPerLeaf&quot;:25,&quot;NumberOfTrees&quot;:6,&quot;MaximumBinCountPerFeature&quot;:168,&quot;FeatureFraction&quot;:0.99999999,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">63</div></i></td><td><div class=\"dni-plaintext\">63</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">64</div></i></td><td><div class=\"dni-plaintext\">64</div></td><td><div class=\"dni-plaintext\">0.71428573</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.92725605,&quot;L2Regularization&quot;:0.07441276,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">65</div></i></td><td><div class=\"dni-plaintext\">65</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.44513407,&quot;L2Regularization&quot;:3.9791083,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">66</div></i></td><td><div class=\"dni-plaintext\">66</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:3.413724,&quot;L2Regularization&quot;:0.35804734,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">67</div></i></td><td><div class=\"dni-plaintext\">67</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:57,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.8543013,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">68</div></i></td><td><div class=\"dni-plaintext\">68</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:23,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.7920993971200103,&quot;MaximumBinCountPerFeature&quot;:187,&quot;FeatureFraction&quot;:0.9832916112712762,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">69</div></i></td><td><div class=\"dni-plaintext\">69</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:54.761173,&quot;L2Regularization&quot;:0.7255177,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">70</div></i></td><td><div class=\"dni-plaintext\">70</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:7,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:355,&quot;FeatureFraction&quot;:0.8227052846305347,&quot;LearningRate&quot;:0.11332181690417631,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">71</div></i></td><td><div class=\"dni-plaintext\">71</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.14630307,&quot;L2Regularization&quot;:89.095116,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">72</div></i></td><td><div class=\"dni-plaintext\">72</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03604926,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">73</div></i></td><td><div class=\"dni-plaintext\">73</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:2.3952806,&quot;L2Regularization&quot;:0.5416881,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">74</div></i></td><td><div class=\"dni-plaintext\">74</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.3909568,&quot;L2Regularization&quot;:0.60242784,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">75</div></i></td><td><div class=\"dni-plaintext\">75</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:4,&quot;NumberOfLeaves&quot;:7,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">76</div></i></td><td><div class=\"dni-plaintext\">76</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:22,&quot;LearningRate&quot;:0.6945527246465428,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9273456586451642,&quot;MaximumBinCountPerFeature&quot;:233,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">77</div></i></td><td><div class=\"dni-plaintext\">77</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.12848829,&quot;L2Regularization&quot;:1.7483168,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">78</div></i></td><td><div class=\"dni-plaintext\">78</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:23,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:15,&quot;MaximumBinCountPerFeature&quot;:189,&quot;FeatureFraction&quot;:0.8555219807736185,&quot;LearningRate&quot;:0.23654304171045637,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">79</div></i></td><td><div class=\"dni-plaintext\">79</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.41748762,&quot;L2Regularization&quot;:1.8460809,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">80</div></i></td><td><div class=\"dni-plaintext\">80</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">81</div></i></td><td><div class=\"dni-plaintext\">81</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:2.5578275,&quot;L2Regularization&quot;:1.6599498,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">82</div></i></td><td><div class=\"dni-plaintext\">82</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:21,&quot;NumberOfLeaves&quot;:11,&quot;FeatureFraction&quot;:0.90916646,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">83</div></i></td><td><div class=\"dni-plaintext\">83</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:6,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:276,&quot;FeatureFraction&quot;:0.9672145545326727,&quot;L1Regularization&quot;:3.007691973897919E-10,&quot;L2Regularization&quot;:0.5097272915012289,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">84</div></i></td><td><div class=\"dni-plaintext\">84</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.205571,&quot;L2Regularization&quot;:1.9866375,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">85</div></i></td><td><div class=\"dni-plaintext\">85</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.9613281,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">86</div></i></td><td><div class=\"dni-plaintext\">86</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:317,&quot;FeatureFraction&quot;:0.99999999,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">87</div></i></td><td><div class=\"dni-plaintext\">87</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:93.75796,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">88</div></i></td><td><div class=\"dni-plaintext\">88</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.5796778,&quot;L2Regularization&quot;:1.5792838,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">89</div></i></td><td><div class=\"dni-plaintext\">89</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.8344688169137926,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:226,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:4.1799917219937557E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">90</div></i></td><td><div class=\"dni-plaintext\">90</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:4,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">91</div></i></td><td><div class=\"dni-plaintext\">91</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.07470919,&quot;L2Regularization&quot;:0.0655609,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">92</div></i></td><td><div class=\"dni-plaintext\">92</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.8294824,&quot;L2Regularization&quot;:0.5033631,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">93</div></i></td><td><div class=\"dni-plaintext\">93</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:10,&quot;NumberOfTrees&quot;:9,&quot;MaximumBinCountPerFeature&quot;:209,&quot;FeatureFraction&quot;:0.99999999,&quot;LearningRate&quot;:0.8832918571859112,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">94</div></i></td><td><div class=\"dni-plaintext\">94</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.1093412,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">95</div></i></td><td><div class=\"dni-plaintext\">95</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.7250962,&quot;L2Regularization&quot;:0.6331984,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">96</div></i></td><td><div class=\"dni-plaintext\">96</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.869610671687579,&quot;MaximumBinCountPerFeature&quot;:285,&quot;FeatureFraction&quot;:0.9763677940295583,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.7686685665730639,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">97</div></i></td><td><div class=\"dni-plaintext\">97</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.49193737,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">98</div></i></td><td><div class=\"dni-plaintext\">98</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:4,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9192383,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">99</div></i></td><td><div class=\"dni-plaintext\">99</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:21,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:287,&quot;FeatureFraction&quot;:0.8694908024015625,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">100</div></i></td><td><div class=\"dni-plaintext\">100</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.2245209,&quot;L2Regularization&quot;:1.5355258,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">101</div></i></td><td><div class=\"dni-plaintext\">101</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">102</div></i></td><td><div class=\"dni-plaintext\">102</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.63936937,&quot;L2Regularization&quot;:0.85400856,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">103</div></i></td><td><div class=\"dni-plaintext\">103</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.071554855,&quot;L2Regularization&quot;:0.12811698,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">104</div></i></td><td><div class=\"dni-plaintext\">104</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:21,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:263,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2.5075110318207177E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">105</div></i></td><td><div class=\"dni-plaintext\">105</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:18,&quot;NumberOfLeaves&quot;:5,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">106</div></i></td><td><div class=\"dni-plaintext\">106</div></td><td><div class=\"dni-plaintext\">0.9047619</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.053846583,&quot;L2Regularization&quot;:0.3970267,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">107</div></i></td><td><div class=\"dni-plaintext\">107</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;NumberOfTrees&quot;:7,&quot;MaximumBinCountPerFeature&quot;:269,&quot;FeatureFraction&quot;:0.9907487145608379,&quot;LearningRate&quot;:0.9968675195096486,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">108</div></i></td><td><div class=\"dni-plaintext\">108</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.31203586,&quot;L2Regularization&quot;:4.1464643,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">109</div></i></td><td><div class=\"dni-plaintext\">109</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.8166459,&quot;L2Regularization&quot;:0.6512427,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">110</div></i></td><td><div class=\"dni-plaintext\">110</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9070812593283106,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.7758420023565035,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9881036766951872,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.7870105862664288,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">111</div></i></td><td><div class=\"dni-plaintext\">111</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.5640411,&quot;L2Regularization&quot;:1.1709484,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">112</div></i></td><td><div class=\"dni-plaintext\">112</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:16,&quot;NumberOfLeaves&quot;:5,&quot;FeatureFraction&quot;:0.97765785,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">113</div></i></td><td><div class=\"dni-plaintext\">113</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.15874381,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">114</div></i></td><td><div class=\"dni-plaintext\">114</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.7043346,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">115</div></i></td><td><div class=\"dni-plaintext\">115</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:11,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:223,&quot;FeatureFraction&quot;:0.9729916492279592,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">116</div></i></td><td><div class=\"dni-plaintext\">116</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:249,&quot;FeatureFraction&quot;:0.995981334298411,&quot;L1Regularization&quot;:2.1342534938820644E-10,&quot;L2Regularization&quot;:0.773752136550061,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">117</div></i></td><td><div class=\"dni-plaintext\">117</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.2633821,&quot;L2Regularization&quot;:0.8082441,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">118</div></i></td><td><div class=\"dni-plaintext\">118</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.3408931,&quot;L2Regularization&quot;:1.125299,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">119</div></i></td><td><div class=\"dni-plaintext\">119</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:4,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">120</div></i></td><td><div class=\"dni-plaintext\">120</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.27902526,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">121</div></i></td><td><div class=\"dni-plaintext\">121</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:17,&quot;NumberOfTrees&quot;:5,&quot;MaximumBinCountPerFeature&quot;:276,&quot;FeatureFraction&quot;:0.9755940961736156,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">122</div></i></td><td><div class=\"dni-plaintext\">122</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.19050059,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">123</div></i></td><td><div class=\"dni-plaintext\">123</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.7915262,&quot;L2Regularization&quot;:1.23725,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">124</div></i></td><td><div class=\"dni-plaintext\">124</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.8573867653808404,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9635865823407864,&quot;MaximumBinCountPerFeature&quot;:258,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">125</div></i></td><td><div class=\"dni-plaintext\">125</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.7457715,&quot;L2Regularization&quot;:0.88865274,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">126</div></i></td><td><div class=\"dni-plaintext\">126</div></td><td><div class=\"dni-plaintext\">0.73333335</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.04962028,&quot;L2Regularization&quot;:0.22587752,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">127</div></i></td><td><div class=\"dni-plaintext\">127</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:11,&quot;NumberOfLeaves&quot;:5,&quot;FeatureFraction&quot;:0.9845834,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">128</div></i></td><td><div class=\"dni-plaintext\">128</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.05036614,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">129</div></i></td><td><div class=\"dni-plaintext\">129</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:12,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:218,&quot;FeatureFraction&quot;:0.9881462676151815,&quot;LearningRate&quot;:0.5810354586168258,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">130</div></i></td><td><div class=\"dni-plaintext\">130</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.2246257,&quot;L2Regularization&quot;:1.0598168,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">131</div></i></td><td><div class=\"dni-plaintext\">131</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9404317695511313,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:261,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9436636982340405,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">132</div></i></td><td><div class=\"dni-plaintext\">132</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.2248492,&quot;L2Regularization&quot;:1.0591385,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">133</div></i></td><td><div class=\"dni-plaintext\">133</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03290107,&quot;L2Regularization&quot;:0.34296426,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">134</div></i></td><td><div class=\"dni-plaintext\">134</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:6,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9988153,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">135</div></i></td><td><div class=\"dni-plaintext\">135</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.816576,&quot;L2Regularization&quot;:0.9435592,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">136</div></i></td><td><div class=\"dni-plaintext\">136</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.32872924,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">137</div></i></td><td><div class=\"dni-plaintext\">137</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:255,&quot;FeatureFraction&quot;:0.99999999,&quot;LearningRate&quot;:0.3958429031302849,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">138</div></i></td><td><div class=\"dni-plaintext\">138</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.816427,&quot;L2Regularization&quot;:0.9441636,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">139</div></i></td><td><div class=\"dni-plaintext\">139</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9592637960643144,&quot;MaximumBinCountPerFeature&quot;:248,&quot;FeatureFraction&quot;:0.9906840963311923,&quot;L1Regularization&quot;:2.4493114609228366E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">140</div></i></td><td><div class=\"dni-plaintext\">140</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.18376705,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">141</div></i></td><td><div class=\"dni-plaintext\">141</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:10,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">142</div></i></td><td><div class=\"dni-plaintext\">142</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.13581297,&quot;L2Regularization&quot;:0.05899118,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">143</div></i></td><td><div class=\"dni-plaintext\">143</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0663114,&quot;L2Regularization&quot;:1.133158,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">144</div></i></td><td><div class=\"dni-plaintext\">144</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:248,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2.0911233490954842E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">145</div></i></td><td><div class=\"dni-plaintext\">145</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:236,&quot;FeatureFraction&quot;:0.95596243778032,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">146</div></i></td><td><div class=\"dni-plaintext\">146</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.1344894,&quot;L2Regularization&quot;:0.9400091,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">147</div></i></td><td><div class=\"dni-plaintext\">147</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.035087973,&quot;L2Regularization&quot;:0.21050927,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">148</div></i></td><td><div class=\"dni-plaintext\">148</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:6,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9685948,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">149</div></i></td><td><div class=\"dni-plaintext\">149</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9378124,&quot;L2Regularization&quot;:0.8824895,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">150</div></i></td><td><div class=\"dni-plaintext\">150</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">151</div></i></td><td><div class=\"dni-plaintext\">151</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9894134257211786,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.8718245515083775,&quot;MaximumBinCountPerFeature&quot;:259,&quot;FeatureFraction&quot;:0.9989334801671083,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9906874115187788,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">152</div></i></td><td><div class=\"dni-plaintext\">152</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:5,&quot;MaximumBinCountPerFeature&quot;:233,&quot;FeatureFraction&quot;:0.9748225045210844,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">153</div></i></td><td><div class=\"dni-plaintext\">153</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.0767604,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">154</div></i></td><td><div class=\"dni-plaintext\">154</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.8814538,&quot;L2Regularization&quot;:1.0638195,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">155</div></i></td><td><div class=\"dni-plaintext\">155</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:6,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9891501,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">156</div></i></td><td><div class=\"dni-plaintext\">156</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.29939553,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">157</div></i></td><td><div class=\"dni-plaintext\">157</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0302906,&quot;L2Regularization&quot;:1.0928719,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">158</div></i></td><td><div class=\"dni-plaintext\">158</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9377048036667963,&quot;MaximumBinCountPerFeature&quot;:252,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">159</div></i></td><td><div class=\"dni-plaintext\">159</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9340699,&quot;L2Regularization&quot;:1.0663396,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">160</div></i></td><td><div class=\"dni-plaintext\">160</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:257,&quot;FeatureFraction&quot;:0.9889178592677127,&quot;LearningRate&quot;:0.691017760270083,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">161</div></i></td><td><div class=\"dni-plaintext\">161</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.05556525,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">162</div></i></td><td><div class=\"dni-plaintext\">162</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:10,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99424857,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">163</div></i></td><td><div class=\"dni-plaintext\">163</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.26079467,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">164</div></i></td><td><div class=\"dni-plaintext\">164</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9835902213243695,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:256,&quot;FeatureFraction&quot;:0.9958804731216631,&quot;L1Regularization&quot;:2.077186827621877E-10,&quot;L2Regularization&quot;:0.9971839914467354,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">165</div></i></td><td><div class=\"dni-plaintext\">165</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.97059995,&quot;L2Regularization&quot;:0.9150203,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">166</div></i></td><td><div class=\"dni-plaintext\">166</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0705837,&quot;L2Regularization&quot;:0.93778753,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">167</div></i></td><td><div class=\"dni-plaintext\">167</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:13,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:238,&quot;FeatureFraction&quot;:0.9714267420476619,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">168</div></i></td><td><div class=\"dni-plaintext\">168</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">169</div></i></td><td><div class=\"dni-plaintext\">169</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.035776556,&quot;L2Regularization&quot;:0.24166726,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">170</div></i></td><td><div class=\"dni-plaintext\">170</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0644428,&quot;L2Regularization&quot;:1.0009683,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">171</div></i></td><td><div class=\"dni-plaintext\">171</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:6,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9887296,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">172</div></i></td><td><div class=\"dni-plaintext\">172</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9799006170493119,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:254,&quot;FeatureFraction&quot;:0.9986548212899896,&quot;L1Regularization&quot;:2.164550065572439E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">173</div></i></td><td><div class=\"dni-plaintext\">173</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0134633,&quot;L2Regularization&quot;:0.9408134,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">174</div></i></td><td><div class=\"dni-plaintext\">174</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:16,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:252,&quot;FeatureFraction&quot;:0.9923136217411352,&quot;LearningRate&quot;:0.8527833639208388,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">175</div></i></td><td><div class=\"dni-plaintext\">175</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.27477306,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">176</div></i></td><td><div class=\"dni-plaintext\">176</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.93945867,&quot;L2Regularization&quot;:0.99903256,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">177</div></i></td><td><div class=\"dni-plaintext\">177</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.063111484,&quot;L2Regularization&quot;:0.034885462,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">178</div></i></td><td><div class=\"dni-plaintext\">178</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:10,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9946691,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">179</div></i></td><td><div class=\"dni-plaintext\">179</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9926534737959809,&quot;MaximumBinCountPerFeature&quot;:253,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9605812938571782,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">180</div></i></td><td><div class=\"dni-plaintext\">180</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.98671556,&quot;L2Regularization&quot;:1.06291,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">181</div></i></td><td><div class=\"dni-plaintext\">181</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:250,&quot;FeatureFraction&quot;:0.9766544705089985,&quot;LearningRate&quot;:0.8177851173384215,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">182</div></i></td><td><div class=\"dni-plaintext\">182</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.032040335,&quot;L2Regularization&quot;:0.22937304,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">183</div></i></td><td><div class=\"dni-plaintext\">183</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9629731,&quot;L2Regularization&quot;:1.0177714,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">184</div></i></td><td><div class=\"dni-plaintext\">184</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">185</div></i></td><td><div class=\"dni-plaintext\">185</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9643614579877471,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:253,&quot;FeatureFraction&quot;:0.9998420283695522,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">186</div></i></td><td><div class=\"dni-plaintext\">186</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9955653,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">187</div></i></td><td><div class=\"dni-plaintext\">187</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9696415,&quot;L2Regularization&quot;:0.9723986,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">188</div></i></td><td><div class=\"dni-plaintext\">188</div></td><td><div class=\"dni-plaintext\">0.73333335</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.26151446,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">189</div></i></td><td><div class=\"dni-plaintext\">189</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.038717538,&quot;L2Regularization&quot;:0.047710754,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">190</div></i></td><td><div class=\"dni-plaintext\">190</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:239,&quot;FeatureFraction&quot;:0.9870858932797987,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">191</div></i></td><td><div class=\"dni-plaintext\">191</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0384506,&quot;L2Regularization&quot;:0.982539,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">192</div></i></td><td><div class=\"dni-plaintext\">192</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9894161721436269,&quot;MaximumBinCountPerFeature&quot;:254,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2.0096085583241285E-10,&quot;L2Regularization&quot;:0.9662009365996235,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">193</div></i></td><td><div class=\"dni-plaintext\">193</div></td><td><div class=\"dni-plaintext\">0.71428573</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.032762174,&quot;L2Regularization&quot;:0.24100211,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">194</div></i></td><td><div class=\"dni-plaintext\">194</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9878334,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">195</div></i></td><td><div class=\"dni-plaintext\">195</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.031309,&quot;L2Regularization&quot;:1.0283849,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">196</div></i></td><td><div class=\"dni-plaintext\">196</div></td><td><div class=\"dni-plaintext\">0.9047619</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">197</div></i></td><td><div class=\"dni-plaintext\">197</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:246,&quot;FeatureFraction&quot;:0.9855275131266806,&quot;LearningRate&quot;:0.8318962696206599,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">198</div></i></td><td><div class=\"dni-plaintext\">198</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03203042,&quot;L2Regularization&quot;:0.2596136,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">199</div></i></td><td><div class=\"dni-plaintext\">199</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0263854,&quot;L2Regularization&quot;:1.0096555,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">200</div></i></td><td><div class=\"dni-plaintext\">200</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9836235905314152,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9894687161447591,&quot;MaximumBinCountPerFeature&quot;:254,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.99472298038995,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">201</div></i></td><td><div class=\"dni-plaintext\">201</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99539965,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">202</div></i></td><td><div class=\"dni-plaintext\">202</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0038526,&quot;L2Regularization&quot;:0.9728825,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">203</div></i></td><td><div class=\"dni-plaintext\">203</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.035394847,&quot;L2Regularization&quot;:0.04178995,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">204</div></i></td><td><div class=\"dni-plaintext\">204</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:244,&quot;FeatureFraction&quot;:0.9782128506621164,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">205</div></i></td><td><div class=\"dni-plaintext\">205</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.24276668,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">206</div></i></td><td><div class=\"dni-plaintext\">206</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9742928,&quot;L2Regularization&quot;:0.9904369,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">207</div></i></td><td><div class=\"dni-plaintext\">207</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:253,&quot;FeatureFraction&quot;:0.9992791692232302,&quot;L1Regularization&quot;:2.026512839227804E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">208</div></i></td><td><div class=\"dni-plaintext\">208</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.987999,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">209</div></i></td><td><div class=\"dni-plaintext\">209</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.99616224,&quot;L2Regularization&quot;:1.0278733,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">210</div></i></td><td><div class=\"dni-plaintext\">210</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03801035,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">211</div></i></td><td><div class=\"dni-plaintext\">211</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:244,&quot;FeatureFraction&quot;:0.978349689630048,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">212</div></i></td><td><div class=\"dni-plaintext\">212</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.031757534,&quot;L2Regularization&quot;:0.24543726,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">213</div></i></td><td><div class=\"dni-plaintext\">213</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.994116427113021,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9894957429794642,&quot;MaximumBinCountPerFeature&quot;:255,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9888525284838856,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">214</div></i></td><td><div class=\"dni-plaintext\">214</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9948113,&quot;L2Regularization&quot;:1.0179188,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">215</div></i></td><td><div class=\"dni-plaintext\">215</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9896481,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">216</div></i></td><td><div class=\"dni-plaintext\">216</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0060762,&quot;L2Regularization&quot;:0.9826652,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">217</div></i></td><td><div class=\"dni-plaintext\">217</div></td><td><div class=\"dni-plaintext\">0.9047619</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03378492,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">218</div></i></td><td><div class=\"dni-plaintext\">218</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:246,&quot;FeatureFraction&quot;:0.9853906741587491,&quot;LearningRate&quot;:0.8960758509034916,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">219</div></i></td><td><div class=\"dni-plaintext\">219</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.25678876,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">220</div></i></td><td><div class=\"dni-plaintext\">220</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0052158,&quot;L2Regularization&quot;:0.98239666,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">221</div></i></td><td><div class=\"dni-plaintext\">221</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:252,&quot;FeatureFraction&quot;:0.9996301943609636,&quot;L1Regularization&quot;:2.0231845614424892E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">222</div></i></td><td><div class=\"dni-plaintext\">222</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9937506,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">223</div></i></td><td><div class=\"dni-plaintext\">223</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9939605,&quot;L2Regularization&quot;:1.0176406,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">224</div></i></td><td><div class=\"dni-plaintext\">224</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.032368228,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">225</div></i></td><td><div class=\"dni-plaintext\">225</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:242,&quot;FeatureFraction&quot;:0.9799903057106578,&quot;LearningRate&quot;:0.9806013926304177,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">226</div></i></td><td><div class=\"dni-plaintext\">226</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9994851210780663,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9984455408882978,&quot;MaximumBinCountPerFeature&quot;:253,&quot;FeatureFraction&quot;:0.9999994291492422,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9959496653529226,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">227</div></i></td><td><div class=\"dni-plaintext\">227</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.99070835,&quot;L2Regularization&quot;:1.0080993,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">228</div></i></td><td><div class=\"dni-plaintext\">228</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.031809695,&quot;L2Regularization&quot;:0.25236544,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">229</div></i></td><td><div class=\"dni-plaintext\">229</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99014777,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">230</div></i></td><td><div class=\"dni-plaintext\">230</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0111598,&quot;L2Regularization&quot;:0.9946247,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">231</div></i></td><td><div class=\"dni-plaintext\">231</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03580484,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">232</div></i></td><td><div class=\"dni-plaintext\">232</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:248,&quot;FeatureFraction&quot;:0.9837500580781392,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">233</div></i></td><td><div class=\"dni-plaintext\">233</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:254,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2.0088876385598744E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">234</div></i></td><td><div class=\"dni-plaintext\">234</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0093788,&quot;L2Regularization&quot;:0.9919657,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">235</div></i></td><td><div class=\"dni-plaintext\">235</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.24973916,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">236</div></i></td><td><div class=\"dni-plaintext\">236</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.98896337,&quot;L2Regularization&quot;:1.0054044,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">237</div></i></td><td><div class=\"dni-plaintext\">237</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9932509,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">238</div></i></td><td><div class=\"dni-plaintext\">238</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">239</div></i></td><td><div class=\"dni-plaintext\">239</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:248,&quot;FeatureFraction&quot;:0.9818937766239586,&quot;LearningRate&quot;:0.9668692273656265,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">240</div></i></td><td><div class=\"dni-plaintext\">240</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9941323053862077,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:254,&quot;FeatureFraction&quot;:0.9996287447698886,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9982139788602012,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">241</div></i></td><td><div class=\"dni-plaintext\">241</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0081125,&quot;L2Regularization&quot;:0.99846214,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">242</div></i></td><td><div class=\"dni-plaintext\">242</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.032044694,&quot;L2Regularization&quot;:0.03420184,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">243</div></i></td><td><div class=\"dni-plaintext\">243</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03132522,&quot;L2Regularization&quot;:0.25410527,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">244</div></i></td><td><div class=\"dni-plaintext\">244</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:242,&quot;FeatureFraction&quot;:0.9818465871648384,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">245</div></i></td><td><div class=\"dni-plaintext\">245</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9986095,&quot;L2Regularization&quot;:0.9919263,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">246</div></i></td><td><div class=\"dni-plaintext\">246</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99274087,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">247</div></i></td><td><div class=\"dni-plaintext\">247</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9989772386391339,&quot;MaximumBinCountPerFeature&quot;:253,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2.000682645971065E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">248</div></i></td><td><div class=\"dni-plaintext\">248</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9919528,&quot;L2Regularization&quot;:1.0015402,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">249</div></i></td><td><div class=\"dni-plaintext\">249</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.24802922,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">250</div></i></td><td><div class=\"dni-plaintext\">250</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">251</div></i></td><td><div class=\"dni-plaintext\">251</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9820321679124762,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">252</div></i></td><td><div class=\"dni-plaintext\">252</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0013925,&quot;L2Regularization&quot;:1.0081395,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">253</div></i></td><td><div class=\"dni-plaintext\">253</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999690016356997,&quot;MaximumBinCountPerFeature&quot;:253,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">254</div></i></td><td><div class=\"dni-plaintext\">254</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9906578,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">255</div></i></td><td><div class=\"dni-plaintext\">255</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03144747,&quot;L2Regularization&quot;:0.24972463,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">256</div></i></td><td><div class=\"dni-plaintext\">256</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9994488,&quot;L2Regularization&quot;:1.0054705,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">257</div></i></td><td><div class=\"dni-plaintext\">257</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.031518795,&quot;L2Regularization&quot;:0.03324447,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">258</div></i></td><td><div class=\"dni-plaintext\">258</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.981708195876321,&quot;LearningRate&quot;:0.9899876990274195,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">259</div></i></td><td><div class=\"dni-plaintext\">259</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9953935,&quot;L2Regularization&quot;:0.9970464,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">260</div></i></td><td><div class=\"dni-plaintext\">260</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9969089459135766,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:254,&quot;FeatureFraction&quot;:0.9998346558234914,&quot;L1Regularization&quot;:2.0009948322865953E-10,&quot;L2Regularization&quot;:0.9993625320198567,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">261</div></i></td><td><div class=\"dni-plaintext\">261</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9916563,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">262</div></i></td><td><div class=\"dni-plaintext\">262</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.25238013,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">263</div></i></td><td><div class=\"dni-plaintext\">263</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0005515,&quot;L2Regularization&quot;:0.9945593,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">264</div></i></td><td><div class=\"dni-plaintext\">264</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.0325465,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">265</div></i></td><td><div class=\"dni-plaintext\">265</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9819590533026313,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">266</div></i></td><td><div class=\"dni-plaintext\">266</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0046278,&quot;L2Regularization&quot;:1.0029624,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">267</div></i></td><td><div class=\"dni-plaintext\">267</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9982850394707142,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:253,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">268</div></i></td><td><div class=\"dni-plaintext\">268</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.25221452,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">269</div></i></td><td><div class=\"dni-plaintext\">269</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03153317,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">270</div></i></td><td><div class=\"dni-plaintext\">270</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9917424,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">271</div></i></td><td><div class=\"dni-plaintext\">271</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9985605,&quot;L2Regularization&quot;:0.99664587,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">272</div></i></td><td><div class=\"dni-plaintext\">272</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9817813104861658,&quot;LearningRate&quot;:0.9891518546106887,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">273</div></i></td><td><div class=\"dni-plaintext\">273</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.031257354,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">274</div></i></td><td><div class=\"dni-plaintext\">274</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9977751,&quot;L2Regularization&quot;:0.9971056,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">275</div></i></td><td><div class=\"dni-plaintext\">275</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9974485395036768,&quot;MaximumBinCountPerFeature&quot;:254,&quot;FeatureFraction&quot;:0.999986519376687,&quot;L1Regularization&quot;:2.0003979318900337E-10,&quot;L2Regularization&quot;:0.9978315381074875,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">276</div></i></td><td><div class=\"dni-plaintext\">276</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03134182,&quot;L2Regularization&quot;:0.2498886,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">277</div></i></td><td><div class=\"dni-plaintext\">277</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9818995426343345,&quot;LearningRate&quot;:0.9966063486694668,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">278</div></i></td><td><div class=\"dni-plaintext\">278</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99212384,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">279</div></i></td><td><div class=\"dni-plaintext\">279</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0014416,&quot;L2Regularization&quot;:1.0033654,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">280</div></i></td><td><div class=\"dni-plaintext\">280</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.032129604,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">281</div></i></td><td><div class=\"dni-plaintext\">281</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0022299,&quot;L2Regularization&quot;:1.0029027,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">282</div></i></td><td><div class=\"dni-plaintext\">282</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9998581558141176,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:254,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999411032810193,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">283</div></i></td><td><div class=\"dni-plaintext\">283</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.031361353,&quot;L2Regularization&quot;:0.25083724,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">284</div></i></td><td><div class=\"dni-plaintext\">284</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9818408211544626,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">285</div></i></td><td><div class=\"dni-plaintext\">285</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9989915,&quot;L2Regularization&quot;:1.0022209,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">286</div></i></td><td><div class=\"dni-plaintext\">286</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99127483,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">287</div></i></td><td><div class=\"dni-plaintext\">287</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">288</div></i></td><td><div class=\"dni-plaintext\">288</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0006809,&quot;L2Regularization&quot;:0.99766266,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">289</div></i></td><td><div class=\"dni-plaintext\">289</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.25126067,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">290</div></i></td><td><div class=\"dni-plaintext\">290</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9995170873637179,&quot;MaximumBinCountPerFeature&quot;:253,&quot;FeatureFraction&quot;:0.9999406134461465,&quot;L1Regularization&quot;:2.0008401562501394E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">291</div></i></td><td><div class=\"dni-plaintext\">291</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9818352293226844,&quot;LearningRate&quot;:0.9970545350926285,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">292</div></i></td><td><div class=\"dni-plaintext\">292</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0010095,&quot;L2Regularization&quot;:0.9977841,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">293</div></i></td><td><div class=\"dni-plaintext\">293</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9914287,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">294</div></i></td><td><div class=\"dni-plaintext\">294</div></td><td><div class=\"dni-plaintext\">0.9047619</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03178541,&quot;L2Regularization&quot;:0.031480253,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">295</div></i></td><td><div class=\"dni-plaintext\">295</div></td><td><div class=\"dni-plaintext\">0.9047619</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.25073022,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">296</div></i></td><td><div class=\"dni-plaintext\">296</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9993195,&quot;L2Regularization&quot;:1.0023428,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">297</div></i></td><td><div class=\"dni-plaintext\">297</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9990349443221768,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9997684358727799,&quot;MaximumBinCountPerFeature&quot;:253,&quot;FeatureFraction&quot;:0.9999413337960481,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9994458019871195,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">298</div></i></td><td><div class=\"dni-plaintext\">298</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9819051344661127,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">299</div></i></td><td><div class=\"dni-plaintext\">299</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0004847,&quot;L2Regularization&quot;:0.99845046,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">300</div></i></td><td><div class=\"dni-plaintext\">300</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99197,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">301</div></i></td><td><div class=\"dni-plaintext\">301</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.031636417,&quot;L2Regularization&quot;:0.031284034,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">302</div></i></td><td><div class=\"dni-plaintext\">302</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.031315066,&quot;L2Regularization&quot;:0.2513679,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">303</div></i></td><td><div class=\"dni-plaintext\">303</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.0008967,&quot;L2Regularization&quot;:0.99864584,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">304</div></i></td><td><div class=\"dni-plaintext\">304</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:254,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2.0021628808049787E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">305</div></i></td><td><div class=\"dni-plaintext\">305</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9817312418151233,&quot;LearningRate&quot;:0.9937977821034598,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">306</div></i></td><td><div class=\"dni-plaintext\">306</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9995155,&quot;L2Regularization&quot;:1.001552,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">307</div></i></td><td><div class=\"dni-plaintext\">307</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9914095,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">308</div></i></td><td><div class=\"dni-plaintext\">308</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">309</div></i></td><td><div class=\"dni-plaintext\">309</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.031289317,&quot;L2Regularization&quot;:0.2513073,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">310</div></i></td><td><div class=\"dni-plaintext\">310</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.9991041,&quot;L2Regularization&quot;:1.001356,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">311</div></i></td><td><div class=\"dni-plaintext\">311</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:1,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:1,&quot;MaximumBinCountPerFeature&quot;:255,&quot;FeatureFraction&quot;:1,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">312</div></i></td><td><div class=\"dni-plaintext\">312</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9820091219736737,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">313</div></i></td><td><div class=\"dni-plaintext\">313</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1,&quot;L2Regularization&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">314</div></i></td><td><div class=\"dni-plaintext\">314</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9919892,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">315</div></i></td><td><div class=\"dni-plaintext\">315</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.031391487,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">316</div></i></td><td><div class=\"dni-plaintext\">316</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1,&quot;L2Regularization&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">317</div></i></td><td><div class=\"dni-plaintext\">317</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.2507907,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">318</div></i></td><td><div class=\"dni-plaintext\">318</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:21,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.5552130302147268,&quot;MaximumBinCountPerFeature&quot;:208,&quot;FeatureFraction&quot;:0.8989988959312043,&quot;L1Regularization&quot;:1.5530396962705308E-09,&quot;L2Regularization&quot;:0.7219852103792516,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">319</div></i></td><td><div class=\"dni-plaintext\">319</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9818297587554065,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">320</div></i></td><td><div class=\"dni-plaintext\">320</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.3004738,&quot;L2Regularization&quot;:10.877705,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">321</div></i></td><td><div class=\"dni-plaintext\">321</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99175394,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">322</div></i></td><td><div class=\"dni-plaintext\">322</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1,&quot;L2Regularization&quot;:0.1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">323</div></i></td><td><div class=\"dni-plaintext\">323</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.38150222031276865,&quot;NumberOfTrees&quot;:6,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:310,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">324</div></i></td><td><div class=\"dni-plaintext\">324</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.031465538,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">325</div></i></td><td><div class=\"dni-plaintext\">325</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.13974017,&quot;L2Regularization&quot;:3.9578142,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">326</div></i></td><td><div class=\"dni-plaintext\">326</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.76895046,&quot;L2Regularization&quot;:0.09193116,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">327</div></i></td><td><div class=\"dni-plaintext\">327</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9819106050333907,&quot;LearningRate&quot;:0.9980523872103644,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">328</div></i></td><td><div class=\"dni-plaintext\">328</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99164474,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">329</div></i></td><td><div class=\"dni-plaintext\">329</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.12219053,&quot;L2Regularization&quot;:0.3190898,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">330</div></i></td><td><div class=\"dni-plaintext\">330</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:5,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:295,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:8.721094148684767E-10,&quot;L2Regularization&quot;:0.7802177046728525,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">331</div></i></td><td><div class=\"dni-plaintext\">331</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.031421613,&quot;L2Regularization&quot;:0.031258527,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">332</div></i></td><td><div class=\"dni-plaintext\">332</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.73336,&quot;L2Regularization&quot;:0.0924561,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">333</div></i></td><td><div class=\"dni-plaintext\">333</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:7.1561384,&quot;L2Regularization&quot;:0.25266472,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">334</div></i></td><td><div class=\"dni-plaintext\">334</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9819014772022983,&quot;LearningRate&quot;:0.9974228553746356,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">335</div></i></td><td><div class=\"dni-plaintext\">335</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03164658,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">336</div></i></td><td><div class=\"dni-plaintext\">336</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99175227,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">337</div></i></td><td><div class=\"dni-plaintext\">337</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:21,&quot;LearningRate&quot;:0.23495231581992995,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.20051410817538484,&quot;MaximumBinCountPerFeature&quot;:218,&quot;FeatureFraction&quot;:0.8882397373728119,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">338</div></i></td><td><div class=\"dni-plaintext\">338</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.3635868,&quot;L2Regularization&quot;:10.815944,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">339</div></i></td><td><div class=\"dni-plaintext\">339</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">340</div></i></td><td><div class=\"dni-plaintext\">340</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.927016,&quot;L2Regularization&quot;:0.09928197,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">341</div></i></td><td><div class=\"dni-plaintext\">341</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9818388865864988,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">342</div></i></td><td><div class=\"dni-plaintext\">342</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:3.2390501,&quot;L2Regularization&quot;:0.5028141,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">343</div></i></td><td><div class=\"dni-plaintext\">343</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.9916464,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">344</div></i></td><td><div class=\"dni-plaintext\">344</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:2.3071854,&quot;L2Regularization&quot;:0.10530576,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">345</div></i></td><td><div class=\"dni-plaintext\">345</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:10,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:6,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:199,&quot;FeatureFraction&quot;:0.950306386303846,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.5983853407237146,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">346</div></i></td><td><div class=\"dni-plaintext\">346</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">347</div></i></td><td><div class=\"dni-plaintext\">347</div></td><td><div class=\"dni-plaintext\">0.9047619</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.51893705,&quot;L2Regularization&quot;:10.072323,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">348</div></i></td><td><div class=\"dni-plaintext\">348</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:15,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9818832104878771,&quot;LearningRate&quot;:0.9995456393762264,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">349</div></i></td><td><div class=\"dni-plaintext\">349</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">350</div></i></td><td><div class=\"dni-plaintext\">350</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.43342856,&quot;L2Regularization&quot;:9.496157,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">351</div></i></td><td><div class=\"dni-plaintext\">351</div></td><td><div class=\"dni-plaintext\">0.8666667</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:7,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99163353,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">352</div></i></td><td><div class=\"dni-plaintext\">352</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03128637,&quot;L2Regularization&quot;:0.031358488,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">353</div></i></td><td><div class=\"dni-plaintext\">353</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:21,&quot;LearningRate&quot;:0.5474236345683761,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.5715179270915646,&quot;MaximumBinCountPerFeature&quot;:323,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:1.6014920306271553E-09,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">354</div></i></td><td><div class=\"dni-plaintext\">354</div></td><td><div class=\"dni-plaintext\">0.9047619</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:4.8376,&quot;L2Regularization&quot;:6.117606,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">355</div></i></td><td><div class=\"dni-plaintext\">355</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:2.0744922,&quot;L2Regularization&quot;:0.95185,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">356</div></i></td><td><div class=\"dni-plaintext\">356</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:14,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:245,&quot;FeatureFraction&quot;:0.9818571533009199,&quot;LearningRate&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">357</div></i></td><td><div class=\"dni-plaintext\">357</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:4.8565526,&quot;L2Regularization&quot;:1.2903395,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">358</div></i></td><td><div class=\"dni-plaintext\">358</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:9,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:0.99176514,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">359</div></i></td><td><div class=\"dni-plaintext\">359</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.20671406,&quot;L2Regularization&quot;:0.16346264,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">360</div></i></td><td><div class=\"dni-plaintext\">360</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.031325124,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">361</div></i></td><td><div class=\"dni-plaintext\">361</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:22,&quot;LearningRate&quot;:0.35778561610193255,&quot;NumberOfTrees&quot;:5,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:277,&quot;FeatureFraction&quot;:0.991714338256926,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">362</div></i></td><td><div class=\"dni-plaintext\">362</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">363</div></i></td><td><div class=\"dni-plaintext\">363</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.20590737,&quot;L2Regularization&quot;:0.77498984,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">364</div></i></td><td><div class=\"dni-plaintext\">364</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:255,&quot;FeatureFraction&quot;:1,&quot;LearningRate&quot;:0.09999999999999998,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">365</div></i></td><td><div class=\"dni-plaintext\">365</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:4.671097,&quot;L2Regularization&quot;:0.64928687,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">366</div></i></td><td><div class=\"dni-plaintext\">366</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:4,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">367</div></i></td><td><div class=\"dni-plaintext\">367</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:6,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.3451763726961575,&quot;MaximumBinCountPerFeature&quot;:232,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:5.755467946909484E-10,&quot;L2Regularization&quot;:0.8577439811467419,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">368</div></i></td><td><div class=\"dni-plaintext\">368</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">369</div></i></td><td><div class=\"dni-plaintext\">369</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03126304,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">370</div></i></td><td><div class=\"dni-plaintext\">370</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.75935626,&quot;L2Regularization&quot;:2.8040168,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">371</div></i></td><td><div class=\"dni-plaintext\">371</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:33,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:211,&quot;FeatureFraction&quot;:0.900154855554634,&quot;LearningRate&quot;:0.33371519578585873,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">372</div></i></td><td><div class=\"dni-plaintext\">372</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.21408248,&quot;L2Regularization&quot;:1.5401514,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">373</div></i></td><td><div class=\"dni-plaintext\">373</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:23,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:291,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2.414036480852458E-10,&quot;L2Regularization&quot;:0.6079572239242269,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">374</div></i></td><td><div class=\"dni-plaintext\">374</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:16,&quot;NumberOfLeaves&quot;:6,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">375</div></i></td><td><div class=\"dni-plaintext\">375</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.45765746,&quot;L2Regularization&quot;:3.440066,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">376</div></i></td><td><div class=\"dni-plaintext\">376</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03129246,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">377</div></i></td><td><div class=\"dni-plaintext\">377</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.3169049,&quot;L2Regularization&quot;:0.35663125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">378</div></i></td><td><div class=\"dni-plaintext\">378</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:11,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:305,&quot;FeatureFraction&quot;:0.99999999,&quot;LearningRate&quot;:0.02996567170533308,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">379</div></i></td><td><div class=\"dni-plaintext\">379</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.6276159,&quot;L2Regularization&quot;:2.612046,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">380</div></i></td><td><div class=\"dni-plaintext\">380</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.76315415,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">381</div></i></td><td><div class=\"dni-plaintext\">381</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.4161252481907539,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.5088462011157414,&quot;MaximumBinCountPerFeature&quot;:221,&quot;FeatureFraction&quot;:0.9901523461314652,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">382</div></i></td><td><div class=\"dni-plaintext\">382</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:119,&quot;NumberOfLeaves&quot;:13,&quot;FeatureFraction&quot;:0.8916748,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">383</div></i></td><td><div class=\"dni-plaintext\">383</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.5129484,&quot;L2Regularization&quot;:0.7819584,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">384</div></i></td><td><div class=\"dni-plaintext\">384</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03127789,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">385</div></i></td><td><div class=\"dni-plaintext\">385</div></td><td><div class=\"dni-plaintext\">0.6666667</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.16672958,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">386</div></i></td><td><div class=\"dni-plaintext\">386</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:19,&quot;MinimumExampleCountPerLeaf&quot;:17,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:462,&quot;FeatureFraction&quot;:0.99999999,&quot;LearningRate&quot;:0.17138203037919186,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">387</div></i></td><td><div class=\"dni-plaintext\">387</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.5933312,&quot;L2Regularization&quot;:0.38284168,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">388</div></i></td><td><div class=\"dni-plaintext\">388</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:4,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">389</div></i></td><td><div class=\"dni-plaintext\">389</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:5,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:258,&quot;FeatureFraction&quot;:0.9885793859519598,&quot;L1Regularization&quot;:4.24669576575237E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">390</div></i></td><td><div class=\"dni-plaintext\">390</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.9495138,&quot;L2Regularization&quot;:1.2788404,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">391</div></i></td><td><div class=\"dni-plaintext\">391</div></td><td><div class=\"dni-plaintext\">0.95238096</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1,&quot;L2Regularization&quot;:0.1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">392</div></i></td><td><div class=\"dni-plaintext\">392</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">393</div></i></td><td><div class=\"dni-plaintext\">393</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:6,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:202,&quot;FeatureFraction&quot;:0.9197807085967952,&quot;LearningRate&quot;:0.005239414416815208,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">394</div></i></td><td><div class=\"dni-plaintext\">394</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.49288544,&quot;L2Regularization&quot;:1.0779233,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">395</div></i></td><td><div class=\"dni-plaintext\">395</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.6656503219401666,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.8863836761708525,&quot;MaximumBinCountPerFeature&quot;:249,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9466120250304718,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">396</div></i></td><td><div class=\"dni-plaintext\">396</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:6,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">397</div></i></td><td><div class=\"dni-plaintext\">397</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.6702798,&quot;L2Regularization&quot;:0.7750908,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">398</div></i></td><td><div class=\"dni-plaintext\">398</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.31035906,&quot;L2Regularization&quot;:0.0639626,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">399</div></i></td><td><div class=\"dni-plaintext\">399</div></td><td><div class=\"dni-plaintext\">0.8095238</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.09798555,&quot;L2Regularization&quot;:0.05445534,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">400</div></i></td><td><div class=\"dni-plaintext\">400</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:6,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:71,&quot;FeatureFraction&quot;:0.9356127333330424,&quot;LearningRate&quot;:0.0006218282299446664,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">401</div></i></td><td><div class=\"dni-plaintext\">401</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:2.028869,&quot;L2Regularization&quot;:0.92770976,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">402</div></i></td><td><div class=\"dni-plaintext\">402</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.5790944858976129,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.9999997766729865,&quot;MaximumBinCountPerFeature&quot;:261,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2E-10,&quot;L2Regularization&quot;:0.9999997766729865,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">403</div></i></td><td><div class=\"dni-plaintext\">403</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.4919143,&quot;L2Regularization&quot;:1.2901714,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">404</div></i></td><td><div class=\"dni-plaintext\">404</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:41,&quot;NumberOfLeaves&quot;:40,&quot;FeatureFraction&quot;:0.86561006,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">405</div></i></td><td><div class=\"dni-plaintext\">405</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.15431486,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">406</div></i></td><td><div class=\"dni-plaintext\">406</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:10.205586,&quot;L2Regularization&quot;:0.18363672,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">407</div></i></td><td><div class=\"dni-plaintext\">407</div></td><td><div class=\"dni-plaintext\">1</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:59,&quot;MinimumExampleCountPerLeaf&quot;:4,&quot;NumberOfTrees&quot;:9,&quot;MaximumBinCountPerFeature&quot;:562,&quot;FeatureFraction&quot;:0.903948683860548,&quot;LearningRate&quot;:0.04414637694009777,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">408</div></i></td><td><div class=\"dni-plaintext\">408</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.6238533,&quot;L2Regularization&quot;:0.95292264,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">409</div></i></td><td><div class=\"dni-plaintext\">409</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9999997766729865,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.8917466545687144,&quot;MaximumBinCountPerFeature&quot;:248,&quot;FeatureFraction&quot;:0.9927108944652349,&quot;L1Regularization&quot;:2.0385072004375E-10,&quot;L2Regularization&quot;:0.7905071154943146,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">410</div></i></td><td><div class=\"dni-plaintext\">410</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.81159663,&quot;L2Regularization&quot;:1.2680694,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">411</div></i></td><td><div class=\"dni-plaintext\">411</div></td><td><div class=\"dni-plaintext\">0.8</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:5,&quot;NumberOfLeaves&quot;:36,&quot;FeatureFraction&quot;:0.85774404,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">412</div></i></td><td><div class=\"dni-plaintext\">412</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.035323907,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">413</div></i></td><td><div class=\"dni-plaintext\">413</div></td><td><div class=\"dni-plaintext\">0.85714287</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.18279865,&quot;L2Regularization&quot;:0.03125,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">414</div></i></td><td><div class=\"dni-plaintext\">414</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastTreeOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:5,&quot;MinimumExampleCountPerLeaf&quot;:4,&quot;NumberOfTrees&quot;:4,&quot;MaximumBinCountPerFeature&quot;:48,&quot;FeatureFraction&quot;:0.7025380638602916,&quot;LearningRate&quot;:0.013181956084505547,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">415</div></i></td><td><div class=\"dni-plaintext\">415</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>LightGbmMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfLeaves&quot;:4,&quot;MinimumExampleCountPerLeaf&quot;:20,&quot;LearningRate&quot;:0.9711933979032354,&quot;NumberOfTrees&quot;:4,&quot;SubsampleFraction&quot;:0.7016025396831999,&quot;MaximumBinCountPerFeature&quot;:255,&quot;FeatureFraction&quot;:0.99999999,&quot;L1Regularization&quot;:2.1440952435165795E-10,&quot;L2Regularization&quot;:0.7460694712588057,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">416</div></i></td><td><div class=\"dni-plaintext\">416</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.6029409,&quot;L2Regularization&quot;:1.0494031,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">417</div></i></td><td><div class=\"dni-plaintext\">417</div></td><td><div class=\"dni-plaintext\">1</div></td><td>LbfgsMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:1.2321391,&quot;L2Regularization&quot;:0.7886004,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">418</div></i></td><td><div class=\"dni-plaintext\">418</div></td><td><div class=\"dni-plaintext\">1</div></td><td>SdcaMaximumEntropyMulti=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:0.03125,&quot;L2Regularization&quot;:0.039073724,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">419</div></i></td><td><div class=\"dni-plaintext\">419</div></td><td><div class=\"dni-plaintext\">0.93333334</div></td><td>FastForestOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;NumberOfTrees&quot;:46,&quot;NumberOfLeaves&quot;:4,&quot;FeatureFraction&quot;:1,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr><tr style=\"display: none\"><td><i><div class=\"dni-plaintext\">420</div></i></td><td><div class=\"dni-plaintext\">420</div></td><td><div class=\"dni-plaintext\">0.33333334</div></td><td>SdcaLogisticRegressionOva=&gt;Unknown</td><td>{&quot;0&quot;:{},&quot;1&quot;:{&quot;L1Regularization&quot;:5.4705,&quot;L2Regularization&quot;:0.54539627,&quot;LabelColumnName&quot;:&quot;Label&quot;,&quot;FeatureColumnName&quot;:&quot;Features&quot;},&quot;2&quot;:{}}</td></tr></tbody><tfoot><tr><td colspan=\"5\" style=\"text-align: center;\"><button style=\"margin: 2px;\" onclick=\"var allRows = document.querySelectorAll(&#39;#table_637928801646183341 tbody tr:nth-child(n)&#39;); for (let i = 0; i &lt; allRows.length; i++) { allRows[i].style.display=&#39;none&#39;; } document.querySelector(&#39;#page_637928801646183341&#39;).innerHTML = 1; var page = parseInt(document.querySelector(&#39;#page_637928801646183341&#39;).innerHTML) - 1; var pageRows = document.querySelectorAll(`#table_637928801646183341 tbody tr:nth-child(n + ${page * 25 + 1 })`); for (let j = 0; j &lt; 25; j++) { pageRows[j].style.display=&#39;table-row&#39;; } 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\">⏭️</button></td></tr></tfoot></table><script>var page = parseInt(document.querySelector('#page_637928801646183341').innerHTML) - 1; var pageRows = document.querySelectorAll(`#table_637928801646183341 tbody tr:nth-child(n + ${page * 25 + 1 })`); for (let j = 0; j < 25; j++) { pageRows[j].style.display='table-row'; } </script>"
          },
          "execution_count": 1,
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Evaluate the model:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "dotnet_interactive": {
          "language": "csharp"
        }
      },
      "source": [
        "// Evaluate the model using the cross validation method\n",
        "// Learn more about cross validation at https://aka.ms/mlnet-cross-validation\n",
        "\n",
        "\n",
        "var testDataPredictions = model.Transform(testData);\n",
        "MulticlassClassificationMetrics trainedModelMetrics = mlContext.MulticlassClassification.Evaluate(testDataPredictions);\n",
        "\n",
        "\n",
        "trainedModelMetrics"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": "<table><thead><tr><th>LogLoss</th><th>LogLossReduction</th><th>MacroAccuracy</th><th>MicroAccuracy</th><th>TopKAccuracy</th><th>TopKPredictionCount</th><th>TopKAccuracyForAllK</th><th>PerClassLogLoss</th><th>ConfusionMatrix</th></tr></thead><tbody><tr><td><div class=\"dni-plaintext\">0.19775042201810517</div></td><td><div class=\"dni-plaintext\">0.8199998087971092</div></td><td><div class=\"dni-plaintext\">0.9666666666666667</div></td><td><div class=\"dni-plaintext\">0.9666666666666667</div></td><td><div class=\"dni-plaintext\">0</div></td><td><div class=\"dni-plaintext\">0</div></td><td><div class=\"dni-plaintext\">&lt;null&gt;</div></td><td><div class=\"dni-plaintext\">[ 0.0518951901339455, 0.34421004481758694, 0.1971460311027831 ]</div></td><td><div class=\"dni-plaintext\">{ Microsoft.ML.Data.ConfusionMatrix: PerClassPrecision: [ 1, 0.9090909090909091, 1 ], PerClassRecall: [ 1, 1, 0.9 ], Counts: [ [ 10, 0, 0 ], [ 0, 10, 0 ], [ 0, 1, 9 ] ], NumberOfClasses: 3 }</div></td></tr></tbody></table>"
          },
          "execution_count": 1,
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Consume the model"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "dotnet_interactive": {
          "language": "csharp"
        }
      },
      "source": [
        " // Define sample model input\n",
        "var sampleData = new ModelInput()\n",
        "{\n",
        "    Sepal_length = 4.8F,\n",
        "    Sepal_width = 3.4F,\n",
        "    Petal_length = 1.6F,\n",
        "    Petal_width = 0.2F,\n",
        "};\n",
        "\n",
        "// Create a Prediction Engine (used to make single predictions)\n",
        "var predEngine = mlContext.Model.CreatePredictionEngine<ModelInput, ModelOutput>(model);\n",
        "// Use the model and Prediction Engine to predict on new sample data\n",
        "var predictionResult = predEngine.Predict(sampleData);\n",
        "Console.WriteLine(\"Using model to make single prediction -- Comparing actual Label with predicted Label from sample data...\\n\\n\");\n",
        "\n",
        "Console.WriteLine($\"Label: {0F}\");\n",
        "Console.WriteLine($\"Sepal_length: {4.8F}\");\n",
        "Console.WriteLine($\"Sepal_width: {3.4F}\");\n",
        "Console.WriteLine($\"Petal_length: {1.6F}\");\n",
        "Console.WriteLine($\"Petal_width: {0.2F}\");\n",
        "\n",
        "Console.WriteLine($\"\\n\\nPredicted Label: {predictionResult.PredictedLabel}\\n\\n\");"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": "\n\nPredicted Label: setosa\n\n\r\n"
          },
          "execution_count": 1,
          "metadata": {}
        }
      ]
    }
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