52 references to NumericFeature
Microsoft.ML.AutoML (11)
API\AutoCatalog.cs (2)
822var numericFeatures = columnPurposes.Where(c => c.Purpose == ColumnPurpose.NumericFeature 825var booleanFeatures = columnPurposes.Where(c => c.Purpose == ColumnPurpose.NumericFeature && !numericFeatures.Contains(c));
ColumnInference\ColumnGroupingInference.cs (1)
112case ColumnPurpose.NumericFeature:
ColumnInference\ColumnInformationUtil.cs (2)
41return ColumnPurpose.NumericFeature; 95case ColumnPurpose.NumericFeature:
ColumnInference\PurposeInference.cs (2)
175column.SuggestedPurpose = ColumnPurpose.NumericFeature; 189column.SuggestedPurpose = ColumnPurpose.NumericFeature;
TransformInference\TransformInference.cs (4)
300if (!column.Type.GetItemType().IsBool() || column.Purpose != ColumnPurpose.NumericFeature) 354&& column.Purpose == ColumnPurpose.NumericFeature 437if (intermediateCol.Purpose == ColumnPurpose.NumericFeature && 452intermediateCols = intermediateCols.Where(c => c.Purpose == ColumnPurpose.NumericFeature ||
Microsoft.ML.AutoML.Tests (41)
ColumnInformationUtilTests.cs (1)
44Assert.Equal(ColumnPurpose.NumericFeature, ColumnInformationUtil.GetColumnPurpose(columnInfo, "Num"));
DatasetDimensionsTests.cs (4)
50new PurposeInference.Column(0, ColumnPurpose.NumericFeature), 51new PurposeInference.Column(1, ColumnPurpose.NumericFeature), 81new PurposeInference.Column(0, ColumnPurpose.NumericFeature), 82new PurposeInference.Column(1, ColumnPurpose.NumericFeature),
PurposeInferenceTests.cs (1)
44Assert.Equal(ColumnPurpose.NumericFeature, purposes[2].Purpose);
TransformInferenceTests.cs (32)
26new DatasetColumnInfo("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 81new DatasetColumnInfo(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 82new DatasetColumnInfo("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 138new DatasetColumnInfo(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 185new DatasetColumnInfo("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 207new DatasetColumnInfo("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 208new DatasetColumnInfo("Numeric2", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 230new DatasetColumnInfo(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 251new DatasetColumnInfo(DefaultColumnNames.Features, new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 260new DatasetColumnInfo(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 261new DatasetColumnInfo("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 283new DatasetColumnInfo("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 304new DatasetColumnInfo("Numeric", new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 357new DatasetColumnInfo(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 392new DatasetColumnInfo("Bool", BooleanDataViewType.Instance, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 424new DatasetColumnInfo("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 425new DatasetColumnInfo("Bool", BooleanDataViewType.Instance, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 458new DatasetColumnInfo(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 459new DatasetColumnInfo("Bool", BooleanDataViewType.Instance, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 492new DatasetColumnInfo("Missing", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, true)), 493new DatasetColumnInfo("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, false)), 549new DatasetColumnInfo("Missing1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, true)), 550new DatasetColumnInfo("Missing2", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, true)), 551new DatasetColumnInfo("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, false)), 616new DatasetColumnInfo("Numeric2", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 637new DatasetColumnInfo(DefaultColumnNames.Features, new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 647new DatasetColumnInfo(DefaultColumnNames.Features, new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 673new DatasetColumnInfo(DefaultColumnNames.Features, new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 684new DatasetColumnInfo(DefaultColumnNames.Features, new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 706new DatasetColumnInfo("Missing", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, true)), 707new DatasetColumnInfo("Missing_MissingIndicator", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, false)), 708new DatasetColumnInfo("Missing_MissingIndicator0", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, false)),
TransformPostTrainerInferenceTests.cs (3)
27new DatasetColumnInfo("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 50new DatasetColumnInfo("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)), 61new DatasetColumnInfo("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),