PredictMetaLayer: PredictMetaLayer Class

In fuseMLR: Fusing Machine Learning in R

PredictMetaLayer Class

Description

This class implement a predicted meta layer. A PredictMetaLayer can only exist as unique element of a Training object.

A predicted meta layer can only contain a PredictData object.

Super class

fuseMLR::HashTable -> PredictMetaLayer

Methods

Public methods

• PredictMetaLayer$new()

• PredictMetaLayer$print()

• PredictMetaLayer$getPredicting()

• PredictMetaLayer$getIndIDs()

• PredictMetaLayer$getPredictData()

• PredictMetaLayer$openAccess()

• PredictMetaLayer$closeAccess()

• PredictMetaLayer$getAccess()

Inherited methods

• fuseMLR::HashTable$add2HashTable()
• fuseMLR::HashTable$checkClassExist()
• fuseMLR::HashTable$getFromHashTable()
• fuseMLR::HashTable$getHashTable()
• fuseMLR::HashTable$getId()
• fuseMLR::HashTable$getKeyClass()
• fuseMLR::HashTable$removeFromHashTable()

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Method new()

constructor

Usage

PredictMetaLayer$new(id, predicting)

Arguments

id

character

predicting

Predicting

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Method print()

Printer

Usage

PredictMetaLayer$print(...)

Arguments

...

any

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Method getPredicting()

Getter of the current predicting object

Usage

PredictMetaLayer$getPredicting()

Returns

The current predicting object is returned.

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Method getIndIDs()

Getter of IDS from the current layer.

Usage

PredictMetaLayer$getIndIDs()

Returns

A data.frame containing individuals IDs values.

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Method getPredictData()

Getter of the predicted data.

Usage

PredictMetaLayer$getPredictData()

Returns

The stored PredictData object is returned.

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Method openAccess()

Open access to the meta layer. A meta learner is only modifiable if the access is opened.

Usage

PredictMetaLayer$openAccess()

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Method closeAccess()

Close access to the meta layer to avoid accidental modification.

Usage

PredictMetaLayer$closeAccess()

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Method getAccess()

Getter of the current access to the meta layer.

Usage

PredictMetaLayer$getAccess()

fuseMLR documentation built on April 3, 2025, 8:49 p.m.