21 instantiations of ColumnOptions
Microsoft.ML.Tests (15)
OnnxConversionTest.cs (1)
793.Append(mlContext.Transforms.ReplaceMissingValues(new MissingValueReplacingEstimator.ColumnOptions("F2")))
Transformers\NAReplaceTests.cs (14)
68new MissingValueReplacingEstimator.ColumnOptions("A", "A", MissingValueReplacingEstimator.ReplacementMode.Mode), 69new MissingValueReplacingEstimator.ColumnOptions("CA", "C", MissingValueReplacingEstimator.ReplacementMode.Mode, imputeBySlot: false), 70new MissingValueReplacingEstimator.ColumnOptions("CB", "C", MissingValueReplacingEstimator.ReplacementMode.Mode), 71new MissingValueReplacingEstimator.ColumnOptions("B", "B", MissingValueReplacingEstimator.ReplacementMode.Mode), 72new MissingValueReplacingEstimator.ColumnOptions("DA", "D", MissingValueReplacingEstimator.ReplacementMode.Mode, imputeBySlot: false), 73new MissingValueReplacingEstimator.ColumnOptions("DB", "D", MissingValueReplacingEstimator.ReplacementMode.Mode) 113new MissingValueReplacingEstimator.ColumnOptions("NAA", "A", MissingValueReplacingEstimator.ReplacementMode.Mean), 114new MissingValueReplacingEstimator.ColumnOptions("NAB", "B", MissingValueReplacingEstimator.ReplacementMode.Mean), 115new MissingValueReplacingEstimator.ColumnOptions("NAC", "C", MissingValueReplacingEstimator.ReplacementMode.Mean), 116new MissingValueReplacingEstimator.ColumnOptions("NAD", "D", MissingValueReplacingEstimator.ReplacementMode.Mean)); 171new MissingValueReplacingEstimator.ColumnOptions("NAA", "A", MissingValueReplacingEstimator.ReplacementMode.Mean), 172new MissingValueReplacingEstimator.ColumnOptions("NAB", "B", MissingValueReplacingEstimator.ReplacementMode.Mean), 173new MissingValueReplacingEstimator.ColumnOptions("NAC", "C", MissingValueReplacingEstimator.ReplacementMode.Mean), 174new MissingValueReplacingEstimator.ColumnOptions("NAD", "D", MissingValueReplacingEstimator.ReplacementMode.Mean));
Microsoft.ML.Transforms (6)
ExtensionsCatalog.cs (2)
83=> new MissingValueReplacingEstimator(CatalogUtils.GetEnvironment(catalog), new[] { new MissingValueReplacingEstimator.ColumnOptions(outputColumnName, inputColumnName, replacementMode, imputeBySlot) }); 109var columnOptions = columns.Select(x => new MissingValueReplacingEstimator.ColumnOptions(x.OutputColumnName, x.InputColumnName, replacementMode, imputeBySlot)).ToArray();
MissingValueHandlingTransformer.cs (2)
155replaceCols.Add(new MissingValueReplacingEstimator.ColumnOptions(column.Name, column.Source, 190replaceCols.Add(new MissingValueReplacingEstimator.ColumnOptions(tmpReplacementColName, column.Source,
MissingValueReplacing.cs (2)
444cols[i] = new MissingValueReplacingEstimator.ColumnOptions( 1017: this(env, new ColumnOptions(outputColumnName, inputColumnName ?? outputColumnName, replacementKind))
11 references to ColumnOptions
Microsoft.ML.Transforms (11)
ExtensionsCatalog.cs (1)
120internal static MissingValueReplacingEstimator ReplaceMissingValues(this TransformsCatalog catalog, params MissingValueReplacingEstimator.ColumnOptions[] columns)
MissingValueHandlingTransformer.cs (1)
141var replaceCols = new List<MissingValueReplacingEstimator.ColumnOptions>();
MissingValueReplacing.cs (9)
181private static (string outputColumnName, string inputColumnName)[] GetColumnPairs(MissingValueReplacingEstimator.ColumnOptions[] columns) 210internal MissingValueReplacingTransformer(IHostEnvironment env, IDataView input, params MissingValueReplacingEstimator.ColumnOptions[] columns) 277private void GetReplacementValues(IDataView input, MissingValueReplacingEstimator.ColumnOptions[] columns, out object[] repValues, out BitArray[] slotIsDefault, out DataViewType[] types) 436var cols = new MissingValueReplacingEstimator.ColumnOptions[options.Columns.Length]; 454internal static IDataTransform Create(IHostEnvironment env, IDataView input, params MissingValueReplacingEstimator.ColumnOptions[] columns) 1003/// This constructor is used internally to convert from <see cref="MissingValueReplacingTransformer.Options"/> to <see cref="ColumnOptions"/> 1014private readonly ColumnOptions[] _columns; 1023internal MissingValueReplacingEstimator(IHostEnvironment env, params ColumnOptions[] columns) 1038foreach (var colInfo in _columns)