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Fix build after rebase
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yaeldMS committed Mar 20, 2019
1 parent 1860cce commit 0598c9f
Showing 1 changed file with 6 additions and 11 deletions.
17 changes: 6 additions & 11 deletions test/Microsoft.ML.Functional.Tests/SchemaDefinitionTests.cs
Original file line number Diff line number Diff line change
Expand Up @@ -34,16 +34,12 @@ public void SchemaDefinitionForPredictionEngine()
var fileName = GetDataPath(TestDatasets.adult.trainFilename);
var loader = _ml.Data.CreateTextLoader(new TextLoader.Options(), new MultiFileSource(fileName));
var data = loader.Load(new MultiFileSource(fileName));
var pipeline1 = _ml.Transforms.Categorical.OneHotEncoding(new[]
{
new Transforms.OneHotEncodingEstimator.ColumnOptions("Cat", "Workclass", maximumNumberOfKeys: 3)
}).Append(_ml.Transforms.Concatenate("Features", "Cat", "NumericFeatures"));
var pipeline1 = _ml.Transforms.Categorical.OneHotEncoding("Cat", "Workclass", maximumNumberOfKeys: 3)
.Append(_ml.Transforms.Concatenate("Features", "Cat", "NumericFeatures"));
var model1 = pipeline1.Fit(data);

var pipeline2 = _ml.Transforms.Categorical.OneHotEncoding(new[]
{
new Transforms.OneHotEncodingEstimator.ColumnOptions("Cat", "Workclass", maximumNumberOfKeys: 4)
}).Append(_ml.Transforms.Concatenate("Features", "Cat", "NumericFeatures"));
var pipeline2 = _ml.Transforms.Categorical.OneHotEncoding("Cat", "Workclass", maximumNumberOfKeys: 4)
.Append(_ml.Transforms.Concatenate("Features", "Cat", "NumericFeatures"));
var model2 = pipeline2.Fit(data);

var outputSchemaDefinition = SchemaDefinition.Create(typeof(OutputData));
Expand All @@ -68,9 +64,8 @@ public void SchemaDefinitionForCustomMapping()
var fileName = GetDataPath(TestDatasets.adult.trainFilename);
var data = new MultiFileSource(fileName);
var loader = _ml.Data.CreateTextLoader(new TextLoader.Options(), new MultiFileSource(fileName));
var pipeline = _ml.Transforms.Categorical.OneHotEncoding(new[] {
new Transforms.OneHotEncodingEstimator.ColumnOptions("Categories"),
new Transforms.OneHotEncodingEstimator.ColumnOptions("Workclass") })
var pipeline = _ml.Transforms.Categorical.OneHotEncoding("Categories")
.Append(_ml.Transforms.Categorical.OneHotEncoding("Workclass"))
.Append(_ml.Transforms.Concatenate("Features", "NumericFeatures", "Categories", "Workclass"))
.Append(_ml.Transforms.FeatureSelection.SelectFeaturesBasedOnMutualInformation("Features"));
var model = pipeline.Fit(loader.Load(data));
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