22 references to CategoricalFeature
Microsoft.ML.AutoML (10)
API\AutoCatalog.cs (1)
826
var catalogFeatures = columnPurposes.Where(c => c.Purpose == ColumnPurpose.
CategoricalFeature
);
ColumnInference\ColumnGroupingInference.cs (2)
87
if (purpose == ColumnPurpose.
CategoricalFeature
||
121
case ColumnPurpose.
CategoricalFeature
:
ColumnInference\ColumnInformationUtil.cs (2)
36
return ColumnPurpose.
CategoricalFeature
;
89
case ColumnPurpose.
CategoricalFeature
:
ColumnInference\PurposeInference.cs (1)
152
column.SuggestedPurpose = ColumnPurpose.
CategoricalFeature
;
DatasetDimensions\DatasetDimensionsApi.cs (1)
31
if (itemType.IsText() && purpose.Purpose == ColumnPurpose.
CategoricalFeature
)
TransformInference\TransformInference.cs (3)
253
if (column.Purpose != ColumnPurpose.
CategoricalFeature
)
453
c.Purpose == ColumnPurpose.
CategoricalFeature
|| c.Purpose == ColumnPurpose.TextFeature ||
465
intermediateCols.First().Purpose == ColumnPurpose.
CategoricalFeature
||
Microsoft.ML.AutoML.Tests (12)
ColumnInformationUtilTests.cs (1)
43
Assert.Equal(ColumnPurpose.
CategoricalFeature
, ColumnInformationUtil.GetColumnPurpose(columnInfo, "Cat"));
DatasetDimensionsTests.cs (1)
30
new PurposeInference.Column(0, ColumnPurpose.
CategoricalFeature
),
TransformInferenceTests.cs (10)
27
new DatasetColumnInfo("Categorical1", TextDataViewType.Instance, ColumnPurpose.
CategoricalFeature
, new ColumnDimensions(7, null)),
28
new DatasetColumnInfo("Categorical2", TextDataViewType.Instance, ColumnPurpose.
CategoricalFeature
, new ColumnDimensions(7, null)),
29
new DatasetColumnInfo("LargeCat1", TextDataViewType.Instance, ColumnPurpose.
CategoricalFeature
, new ColumnDimensions(500, null)),
30
new DatasetColumnInfo("LargeCat2", TextDataViewType.Instance, ColumnPurpose.
CategoricalFeature
, new ColumnDimensions(500, null)),
83
new DatasetColumnInfo("Categorical1", TextDataViewType.Instance, ColumnPurpose.
CategoricalFeature
, new ColumnDimensions(7, null)),
84
new DatasetColumnInfo("Categorical2", TextDataViewType.Instance, ColumnPurpose.
CategoricalFeature
, new ColumnDimensions(7, null)),
85
new DatasetColumnInfo("LargeCat1", TextDataViewType.Instance, ColumnPurpose.
CategoricalFeature
, new ColumnDimensions(500, null)),
86
new DatasetColumnInfo("LargeCat2", TextDataViewType.Instance, ColumnPurpose.
CategoricalFeature
, new ColumnDimensions(500, null)),
139
new DatasetColumnInfo("Categorical1", TextDataViewType.Instance, ColumnPurpose.
CategoricalFeature
, new ColumnDimensions(7, null)),
140
new DatasetColumnInfo("LargeCat1", TextDataViewType.Instance, ColumnPurpose.
CategoricalFeature
, new ColumnDimensions(500, null)),