CV macro with stratification column doesn't work - #213
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TomFinley
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May 23, 2018
| var importInput = new ML.Data.TextLoader(dataPath); | ||
| importInput.Arguments.Column = new ML.Data.TextLoaderColumn[] | ||
| { | ||
| new ML.Data.TextLoaderColumn { Name = "Label", Source = new[] { new ML.Data.TextLoaderRange { Min = 0, Max = 0 } }, Type = DataKind.R4 }, |
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ML.Data.TextLoaderRange [](start = 88, length = 23)
I think for these scalar columns you can just use the simpler new ML.Data.TextLoaderRange(0) constructor. #Resolved
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I see why this is a necessary change, but is there an issue we could link, possibly with more details of the problem? Otherwise looks good. Edit: Now referring to an issue thanks Yael! #Resolved |
eerhardt
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Jul 27, 2018
* Reduce number of hash bits in stratification column and add a unit test. * Address PR comments.
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The stratification column is being hashed to too many hash bits, and the RangeFilter that does the stratified split can't do the split. We reduce number of hash bits in stratification column so that the RangeFilter can split the data.
Fixes #182 .