AnomalyPredictionTransformer<TModel> Class
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Base class for the ISingleFeaturePredictionTransformer<TModel> working on anomaly detection tasks.
public sealed class AnomalyPredictionTransformer<TModel> : Microsoft.ML.Data.SingleFeaturePredictionTransformerBase<TModel> where TModel : class
type AnomalyPredictionTransformer<'Model (requires 'Model : null)> = class
inherit SingleFeaturePredictionTransformerBase<'Model (requires 'Model : null)>
Public NotInheritable Class AnomalyPredictionTransformer(Of TModel)
Inherits SingleFeaturePredictionTransformerBase(Of TModel)
- TModel
An implementation of the Microsoft.ML.IPredictorProducing`1
- Inheritance
-
AnomalyPredictionTransformer<TModel>
Feature |
The name of the feature column used by the prediction transformer. (Inherited from SingleFeaturePredictionTransformerBase<TModel>) |
Feature |
The type of the prediction transformer (Inherited from SingleFeaturePredictionTransformerBase<TModel>) |
Model |
The model. (Inherited from PredictionTransformerBase<TModel>) |
Dispose() | (Inherited from PredictionTransformerBase<TModel>) |
Get |
Schema propagation for this prediction transformer. (Inherited from SingleFeaturePredictionTransformerBase<TModel>) |
Transform(IData |
Transforms the input data. (Inherited from PredictionTransformerBase<TModel>) |
ICan |
(Inherited from PredictionTransformerBase<TModel>) |
ITransformer. |
Gets a IRowToRowMapper instance. (Inherited from PredictionTransformerBase<TModel>) |
ITransformer. |
Whether a call to GetRowToRowMapper(DataViewSchema) should succeed, on an appropriate schema. (Inherited from PredictionTransformerBase<TModel>) |
Preview(ITransformer, IData |
Preview an effect of the |
Append<TTrans>(ITransformer, TTrans) |
Create a new transformer chain, by appending another transformer to the end of this transformer chain. |
Create |
TimeSeriesPredictionEngine<TSrc,TDst> creates a prediction engine for a time series pipeline. It updates the state of time series model with observations seen at prediction phase and allows checkpointing the model. |
Create |
TimeSeriesPredictionEngine<TSrc,TDst> creates a prediction engine for a time series pipeline. It updates the state of time series model with observations seen at prediction phase and allows checkpointing the model. |
Product | Versions |
---|---|
ML.NET | 1.0.0, 1.1.0, 1.2.0, 1.3.1, 1.4.0, 1.5.0, 1.6.0, 1.7.0, 2.0.0, 3.0.0 |