4 instantiations of MissingValueReplacingTransformer
Microsoft.ML.Transforms (4)
MissingValueReplacing.cs (4)
451return new MissingValueReplacingTransformer(env, input, cols).MakeDataTransform(input); 456return new MissingValueReplacingTransformer(env, input, columns).MakeDataTransform(input); 468return new MissingValueReplacingTransformer(host, ctx); 1061public MissingValueReplacingTransformer Fit(IDataView input) => new MissingValueReplacingTransformer(_host, input, _columns);
42 references to MissingValueReplacingTransformer
Microsoft.ML.Samples (4)
Dynamic\Transforms\ReplaceMissingValues.cs (2)
39var defaultTransformer = defaultPipeline.Fit(data); 70var meanTransformer = meanPipeline.Fit(data);
Dynamic\Transforms\ReplaceMissingValuesMultiColumn.cs (2)
45var defaultTransformer = defaultPipeline.Fit(data); 81var meanTransformer = meanPipeline.Fit(data);
Microsoft.ML.Transforms (38)
MissingValueHandlingTransformer.cs (1)
237output = MissingValueReplacingTransformer.Create(env, output ?? input, replaceCols.ToArray());
MissingValueReplacing.cs (32)
21[assembly: LoadableClass(MissingValueReplacingTransformer.Summary, typeof(IDataTransform), typeof(MissingValueReplacingTransformer), typeof(MissingValueReplacingTransformer.Options), typeof(SignatureDataTransform), 22MissingValueReplacingTransformer.FriendlyName, MissingValueReplacingTransformer.LoadName, "NAReplace", MissingValueReplacingTransformer.ShortName, DocName = "transform/NAHandle.md")] 24[assembly: LoadableClass(MissingValueReplacingTransformer.Summary, typeof(IDataTransform), typeof(MissingValueReplacingTransformer), null, typeof(SignatureLoadDataTransform), 25MissingValueReplacingTransformer.FriendlyName, MissingValueReplacingTransformer.LoadName)] 27[assembly: LoadableClass(MissingValueReplacingTransformer.Summary, typeof(MissingValueReplacingTransformer), null, typeof(SignatureLoadModel), 28MissingValueReplacingTransformer.FriendlyName, MissingValueReplacingTransformer.LoadName)] 30[assembly: LoadableClass(typeof(IRowMapper), typeof(MissingValueReplacingTransformer), null, typeof(SignatureLoadRowMapper), 31MissingValueReplacingTransformer.FriendlyName, MissingValueReplacingTransformer.LoadName)] 41private static readonly FuncInstanceMethodInfo1<MissingValueReplacingTransformer, DataViewType, Array, BitArray> _computeDefaultSlotsMethodInfo 42= FuncInstanceMethodInfo1<MissingValueReplacingTransformer, DataViewType, Array, BitArray>.Create(target => target.ComputeDefaultSlots<int>); 132private static readonly FuncInstanceMethodInfo1<MissingValueReplacingTransformer, DataViewType, Delegate> _getIsNADelegateMethodInfo 133= FuncInstanceMethodInfo1<MissingValueReplacingTransformer, DataViewType, Delegate>.Create(target => target.GetIsNADelegate<int>); 147loaderAssemblyName: typeof(MissingValueReplacingTransformer).Assembly.FullName); 211: base(Contracts.CheckRef(env, nameof(env)).Register(nameof(MissingValueReplacingTransformer)), GetColumnPairs(columns)) 460private static MissingValueReplacingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 549private readonly MissingValueReplacingTransformer _parent; 556public Mapper(MissingValueReplacingTransformer parent, DataViewSchema inputSchema) 904/// <see cref="IEstimator{TTransformer}"/> for the <see cref="MissingValueReplacingTransformer"/>. 926public sealed class MissingValueReplacingEstimator : IEstimator<MissingValueReplacingTransformer> 1003/// This constructor is used internally to convert from <see cref="MissingValueReplacingTransformer.Options"/> to <see cref="ColumnOptions"/> 1042string reason = MissingValueReplacingTransformer.TestType(col.ItemType); 1059/// Trains and returns a <see cref="MissingValueReplacingTransformer"/>. 1061public MissingValueReplacingTransformer Fit(IDataView input) => new MissingValueReplacingTransformer(_host, input, _columns);
NAHandling.cs (5)
79Desc = MissingValueReplacingTransformer.Summary, 80UserName = MissingValueReplacingTransformer.FriendlyName, 81ShortName = MissingValueReplacingTransformer.ShortName)] 82public static CommonOutputs.TransformOutput Replace(IHostEnvironment env, MissingValueReplacingTransformer.Options input) 85var xf = MissingValueReplacingTransformer.Create(h, input, input.Data);