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Input Output column md file for regression and ranking. #3447

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Merged
merged 4 commits into from
Apr 20, 2019

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@codemzs codemzs commented Apr 20, 2019

@codemzs codemzs requested review from natke and shmoradims April 20, 2019 23:03
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:shipit:

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:shipit:

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artidoro commented Apr 20, 2019

| PredictedLabel | xref:System.Boolean | The label predicted by the trainer. false maps to negative score and true maps to positive score.|

nit: Isn't it the other way around:
negative scores are mapped to false, and positive scores are mapped to true?


Refers to: docs/api-reference/io-columns-binary-classification.md:7 in 812880e. [](commit_id = 812880e, deletion_comment = False)


| Output Column Name | Column Type | Description|
| -- | -- | -- |
| `Score` | <xref:System.Single> | The unbounded score that was calculated by the model to determine the prediction.|
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unbounded == raw/calculated/un-calibrated?


| Output Column Name | Column Type | Description|
| -- | -- | -- |
| `Score` | <xref:System.Single> | The unbounded score that was predicted by the model.|
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same comment re: unbounded

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codecov bot commented Apr 20, 2019

Codecov Report

Merging #3447 into master will increase coverage by <.01%.
The diff coverage is n/a.

@@            Coverage Diff             @@
##           master    #3447      +/-   ##
==========================================
+ Coverage   72.76%   72.77%   +<.01%     
==========================================
  Files         808      808              
  Lines      145452   145452              
  Branches    16244    16244              
==========================================
+ Hits       105835   105848      +13     
+ Misses      35196    35186      -10     
+ Partials     4421     4418       -3
Flag Coverage Δ
#Debug 72.77% <ø> (ø) ⬆️
#production 68.28% <ø> (+0.01%) ⬆️
#test 89.04% <ø> (ø) ⬆️
Impacted Files Coverage Δ
...soft.ML.Data/DataLoadSave/Text/TextLoaderCursor.cs 84.9% <0%> (+0.2%) ⬆️
...StandardTrainers/Standard/LinearModelParameters.cs 60.31% <0%> (+0.26%) ⬆️
src/Microsoft.ML.Maml/MAML.cs 26.21% <0%> (+1.45%) ⬆️
...c/Microsoft.ML.FastTree/Utils/ThreadTaskManager.cs 100% <0%> (+20.51%) ⬆️

@codemzs codemzs merged commit 6f3d95a into dotnet:master Apr 20, 2019
@ghost ghost locked as resolved and limited conversation to collaborators Mar 22, 2022
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4 participants