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Update scalatest to 3.1.0 (Wei-1#25)
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Diff for: ‎build.sbt

+1-1
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@@ -4,6 +4,6 @@ version := "0.5"
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scalaVersion := "2.12.6"
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libraryDependencies += "org.scalatest" %% "scalatest" % "3.0.8" % "test"
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libraryDependencies += "org.scalatest" %% "scalatest" % "3.1.0" % "test"
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assemblyJarName in assembly := name.value + ".jar"

Diff for: ‎src/test/scala/algorithm/AlgorithmTest.scala

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// Wei Chen - Algorithm Trait Test
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// 2019-07-19
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import org.scalatest.FunSuite
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import com.scalaml.algorithm.Algorithm
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import org.scalatest.funsuite.AnyFunSuite
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class AlgorithmSuite extends FunSuite {
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class AlgorithmSuite extends AnyFunSuite {
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test("Algorithm Test : Create Sample Sub Trait") {
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Diff for: ‎src/test/scala/algorithm/analysis/ANOVATest.scala

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// Wei Chen - ANOVA
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// 2017-08-30
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import org.scalatest.FunSuite
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import com.scalaml.algorithm.ANOVA
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import org.scalatest.funsuite.AnyFunSuite
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class ANOVASuite extends FunSuite {
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class ANOVASuite extends AnyFunSuite {
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val data = Array(Array(1.1, 1.2), Array(2.1, 2.2))
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val anova = new ANOVA(data)

Diff for: ‎src/test/scala/algorithm/analysis/LDATest.scala

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@@ -1,10 +1,10 @@
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// Wei Chen - Linear Discriminant Analysis
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// 2017-09-01
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import org.scalatest.FunSuite
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import com.scalaml.algorithm.LDA
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import org.scalatest.funsuite.AnyFunSuite
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class LDASuite extends FunSuite {
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class LDASuite extends AnyFunSuite {
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val d1 = Array(Array(1.0, 2.1), Array(2.0, 3.2), Array(0.0, 0.0))
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val d2 = Array(Array(2.0, 1.1), Array(3.0, 2.2), Array(4.0, 4.0))

Diff for: ‎src/test/scala/algorithm/analysis/QDATest.scala

+2-2
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@@ -1,10 +1,10 @@
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// Wei Chen - Quadratic Discriminant Analysis
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// 2017-09-01
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import org.scalatest.FunSuite
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import com.scalaml.algorithm.QDA
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import org.scalatest.funsuite.AnyFunSuite
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class QDASuite extends FunSuite {
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class QDASuite extends AnyFunSuite {
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val d1 = Array(Array(1.0, 2.1), Array(2.0, 3.2), Array(0.0, 0.0))
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val d2 = Array(Array(2.0, 1.1), Array(3.0, 2.2), Array(4.0, 4.0))

Diff for: ‎src/test/scala/algorithm/analysis/StudentTTest.scala

+2-2
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@@ -1,12 +1,12 @@
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// Wei Chen - Student T
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// 2017-07-25
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.StudentT
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import org.scalatest.funsuite.AnyFunSuite
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class StudentTSuite extends FunSuite {
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class StudentTSuite extends AnyFunSuite {
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val st = new StudentT()
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val arr1 = UNLABELED_LARGE_DATA.map(_.head)

Diff for: ‎src/test/scala/algorithm/classification/BasicNNTest.scala

+2-2
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@@ -1,12 +1,12 @@
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// Wei Chen - Neural Network Test
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// 2016-11-06
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.BasicNN
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import org.scalatest.funsuite.AnyFunSuite
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class BasicNNSuite extends FunSuite {
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class BasicNNSuite extends AnyFunSuite {
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val layer_neurons = Array(5, 4, 3)
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val input_column = UNLABELED_LARGE_HIGH_DIM_DATA.head.size

Diff for: ‎src/test/scala/algorithm/classification/BayesianDecisionTest.scala

+2-2
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@@ -1,12 +1,12 @@
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// Wei Chen - Bayesian Decision Test
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// 2016-06-03
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.BayesianDecision
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import org.scalatest.funsuite.AnyFunSuite
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class BayesianDecisionSuite extends FunSuite {
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class BayesianDecisionSuite extends AnyFunSuite {
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val bayesiandecision = new BayesianDecision()
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Diff for: ‎src/test/scala/algorithm/classification/ClassificationTest.scala

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// Wei Chen - Classification Trait Test
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// 2019-07-19
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import org.scalatest.FunSuite
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import com.scalaml.algorithm.Classification
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import org.scalatest.funsuite.AnyFunSuite
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class ClassificationSuite extends FunSuite {
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class ClassificationSuite extends AnyFunSuite {
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test("Classification Test : Create Sample Algo") {
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Diff for: ‎src/test/scala/algorithm/classification/DecisionTreeTest.scala

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// Wei Chen - Decision Tree Test
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// 2016-11-24
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.DecisionTree
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import org.scalatest.funsuite.AnyFunSuite
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class DecisionTreeSuite extends FunSuite {
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class DecisionTreeSuite extends AnyFunSuite {
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val dtree = new DecisionTree()
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Diff for: ‎src/test/scala/algorithm/classification/GaussianProcessTest.scala

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// Wei Chen - Gaussian Process Test
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// 2016-11-24
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.GaussianProcess
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import org.scalatest.funsuite.AnyFunSuite
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class GaussianProcessSuite extends FunSuite {
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class GaussianProcessSuite extends AnyFunSuite {
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val gp = new GaussianProcess()
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Diff for: ‎src/test/scala/algorithm/classification/KNNTest.scala

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// Wei Chen - K Nearest Neighborhood Test
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// 2016-06-04
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.KNN
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import org.scalatest.funsuite.AnyFunSuite
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class KNNSuite extends FunSuite {
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class KNNSuite extends AnyFunSuite {
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val knn = new KNN()
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test("KNN Test : Clear") {

Diff for: ‎src/test/scala/algorithm/classification/LinearClassificationTest.scala

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// Wei Chen - Linear Classification Test
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// 2016-06-04
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.LinearClassification
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import org.scalatest.funsuite.AnyFunSuite
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class LinearClassificationSuite extends FunSuite {
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class LinearClassificationSuite extends AnyFunSuite {
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val linearC = new LinearClassification()
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Diff for: ‎src/test/scala/algorithm/classification/LinearSVMTest.scala

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// Wei Chen - Linear SVM Test
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// 2016-06-03
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.LinearSVM
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import org.scalatest.funsuite.AnyFunSuite
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class LinearSVMSuite extends FunSuite {
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class LinearSVMSuite extends AnyFunSuite {
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val linearsvm = new LinearSVM()
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test("LinearSVM Test : Clear") {

Diff for: ‎src/test/scala/algorithm/classification/NaiveBoostTest.scala

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// Wei Chen - Naive Boost Test
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// 2018-09-26
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm._
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import org.scalatest.funsuite.AnyFunSuite
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class NaiveBoostSuite extends FunSuite {
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class NaiveBoostSuite extends AnyFunSuite {
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val boost = new NaiveBoost()
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Diff for: ‎src/test/scala/algorithm/classification/PerceptronTest.scala

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// Wei Chen - Perceptron Test
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// 2016-06-04
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.Perceptron
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import org.scalatest.funsuite.AnyFunSuite
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class PerceptronSuite extends FunSuite {
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class PerceptronSuite extends AnyFunSuite {
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val perceptron = new Perceptron()
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Diff for: ‎src/test/scala/algorithm/classification/RandomForestTest.scala

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// Wei Chen - Random Forest Test
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// 2016-11-29
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.RandomForest
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import org.scalatest.funsuite.AnyFunSuite
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class RandomForestSuite extends FunSuite {
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class RandomForestSuite extends AnyFunSuite {
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val rf = new RandomForest()
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Diff for: ‎src/test/scala/algorithm/classification/WeightedBoostTest.scala

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// Wei Chen - Weighted Boost Test
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// 2018-09-26
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import org.scalatest.FunSuite
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import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm._
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import org.scalatest.funsuite.AnyFunSuite
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class WeightedBoostSuite extends FunSuite {
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class WeightedBoostSuite extends AnyFunSuite {
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val boost = new WeightedBoost()
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Diff for: ‎src/test/scala/algorithm/clustering/BIRCHTest.scala

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// Wei Chen - BIRCH Test
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// 2016-06-04
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import org.scalatest.FunSuite
54
import com.scalaml.TestData._
65
import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.BIRCH
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import org.scalatest.funsuite.AnyFunSuite
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class BIRCHSuite extends FunSuite {
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class BIRCHSuite extends AnyFunSuite {
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val birch = new BIRCH()
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test("BIRCH Test : Clustering Tiny Data") {

Diff for: ‎src/test/scala/algorithm/clustering/ClusteringTest.scala

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// Wei Chen - Clustering Trait Test
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// 2019-07-19
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import org.scalatest.FunSuite
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import com.scalaml.algorithm.Clustering
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import org.scalatest.funsuite.AnyFunSuite
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class ClusteringSuite extends FunSuite {
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class ClusteringSuite extends AnyFunSuite {
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test("Clustering Test : Create Sample Algo") {
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Diff for: ‎src/test/scala/algorithm/clustering/DBSCANTest.scala

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// Wei Chen - DBSCAN Test
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// 2016-11-10
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import org.scalatest.FunSuite
54
import com.scalaml.TestData._
65
import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.DBSCAN
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import org.scalatest.funsuite.AnyFunSuite
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class DBSCANSuite extends FunSuite {
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class DBSCANSuite extends AnyFunSuite {
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val dbscan = new DBSCAN()
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test("DBSCAN Test : Clustering Tiny Data") {

Diff for: ‎src/test/scala/algorithm/clustering/DensityPeakClusterTest.scala

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// Wei Chen - Density Peak Cluster Test
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// 2016-06-03
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import org.scalatest.FunSuite
54
import com.scalaml.TestData._
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import com.scalaml.general.MatrixFunc._
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import com.scalaml.algorithm.DensityPeakCluster
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import org.scalatest.funsuite.AnyFunSuite
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class DensityPeakClusterSuite extends FunSuite {
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class DensityPeakClusterSuite extends AnyFunSuite {
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val dpc = new DensityPeakCluster()
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test("DensityPeakCluster Test : Clustering Tiny Data") {

Diff for: ‎src/test/scala/algorithm/clustering/EMClusterTest.scala

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// Wei Chen - Estimation Maximization Cluster Test
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// 2016-06-04
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import org.scalatest.FunSuite
54
import com.scalaml.TestData._
65
import com.scalaml.general.MatrixFunc._
76
import com.scalaml.algorithm.EMCluster
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import org.scalatest.funsuite.AnyFunSuite
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class EMClusterSuite extends FunSuite {
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class EMClusterSuite extends AnyFunSuite {
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val em = new EMCluster()
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test("EMCluster Test : Clustering Tiny Data") {

Diff for: ‎src/test/scala/algorithm/clustering/HDBSCANTest.scala

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// Wei Chen - HDBSCAN Test
22
// 2016-11-12
33

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import org.scalatest.FunSuite
54
import com.scalaml.TestData._
65
import com.scalaml.general.MatrixFunc._
76
import com.scalaml.algorithm.HDBSCAN
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import org.scalatest.funsuite.AnyFunSuite
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class HDBSCANSuite extends FunSuite {
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class HDBSCANSuite extends AnyFunSuite {
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val hdbscan = new HDBSCAN()
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test("HDBSCAN Test : Clustering Tiny Data") {

Diff for: ‎src/test/scala/algorithm/clustering/HierarchicalTest.scala

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// Wei Chen - Hierarchical Test
22
// 2016-11-12
33

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import org.scalatest.FunSuite
54
import com.scalaml.TestData._
65
import com.scalaml.general.MatrixFunc._
76
import com.scalaml.algorithm.Hierarchical
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import org.scalatest.funsuite.AnyFunSuite
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class HierarchicalSuite extends FunSuite {
9+
class HierarchicalSuite extends AnyFunSuite {
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val hi = new Hierarchical()
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test("Hierarchical Test : Clustering Tiny Data") {

Diff for: ‎src/test/scala/algorithm/clustering/KMeanTest.scala

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// Wei Chen - K Mean Cluster Test
22
// 2016-06-04
33

4-
import org.scalatest.FunSuite
54
import com.scalaml.TestData._
65
import com.scalaml.general.MatrixFunc._
76
import com.scalaml.algorithm.KMean
7+
import org.scalatest.funsuite.AnyFunSuite
88

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class KMeanSuite extends FunSuite {
9+
class KMeanSuite extends AnyFunSuite {
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val km = new KMean()
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test("KMean Test : Clustering Tiny Data") {

Diff for: ‎src/test/scala/algorithm/deeplearning/DBNTest.scala

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// Wei Chen - Deep Belief Network Test
22
// 2016-11-23
33

4-
import org.scalatest.FunSuite
54
import com.scalaml.TestData._
65
import com.scalaml.general.MatrixFunc._
76
import com.scalaml.algorithm.DBN
7+
import org.scalatest.funsuite.AnyFunSuite
88

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class DBNSuite extends FunSuite {
9+
class DBNSuite extends AnyFunSuite {
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val learning_rate: Double = 0.1
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val limit: Int = 200

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