BioFSharp


EstimatorModel

Namespace: FSharpML.EstimatorModel
Attributes:
[<AutoOpen>]

Module to build an estimator model that represents the estimator procedure

Nested types and modules

TypeDescription
EstimatorModel<'a>

Represents the estimator procedure

Functions and values

Function or valueDescription
appendBy transforming estimatorModel
Signature: transforming:((type) -> 'b) -> estimatorModel:EstimatorModel<'d> -> EstimatorModel<'c>
Type parameters: 'b, 'c, 'd
appendCacheCheckpoint(estimatorModel)
Signature: estimatorModel:EstimatorModel<'?20645> -> EstimatorModel<'?20645>
Type parameters: '?20645

Appends a CacheCheckpoint to chache the estimator

create(mlContext)
Signature: mlContext:(type) -> EstimatorModel<'?20643>
Type parameters: '?20643

Create an empty EstimatorModel and binds it to a MlContext

fit data estimatorModel
Signature: data:(type) -> estimatorModel:EstimatorModel<'?20655> -> TransformerModel<'?20655>
Type parameters: '?20655
getContext(estimatorModel)
Signature: estimatorModel:EstimatorModel<'?20639> -> (type)
Type parameters: '?20639

Returns the MLContext from an EstimatorModel

getEstimatorChain(estimatorModel)
Signature: estimatorModel:EstimatorModel<'b> -> (type)
Type parameters: 'b

Returns the EstimatorChain from an EstimatorModel

transformBy(...)
Signature: transformsCatalog:((type) -> '?20651) -> estimatorModel:EstimatorModel<'?20653> -> EstimatorModel<'?20652>
Type parameters: '?20651, '?20652, '?20653

Transforms a columns according to the given function from TransformsCatalog

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