ConfMatrix: Confusion matrix wrapper.

In D2MCS: Data Driving Multiple Classifier System

Confusion matrix wrapper.

Description

Creates a R6 confusion matrix from the confusionMatrix caret package.

Methods

Public methods

• ConfMatrix$new()

• ConfMatrix$getConfusionMatrix()

• ConfMatrix$getTP()

• ConfMatrix$getTN()

• ConfMatrix$getFN()

• ConfMatrix$getFP()

• ConfMatrix$clone()

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Method new()

Method to create a confusion matrix object from a caret confusionMatrix

Usage

ConfMatrix$new(confMatrix)

Arguments

confMatrix

A caret confusionMatrix argument.

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Method getConfusionMatrix()

The function obtains the confusionMatrix following the same structured as defined in the caret package

Usage

ConfMatrix$getConfusionMatrix()

Returns

A confusionMatrix object.

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Method getTP()

The function is used to compute the number of True Positive values achieved.

Usage

ConfMatrix$getTP()

Returns

A numeric vector of size 1.

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Method getTN()

The function computes the True Negative values.

Usage

ConfMatrix$getTN()

Returns

A numeric vector of size 1.

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Method getFN()

The function returns the number of Type II errors (False Negative).

Usage

ConfMatrix$getFN()

Returns

A numeric vector of size 1.

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Method getFP()

The function returns the number of Type I errors (False Negative).

Usage

ConfMatrix$getFP()

Returns

A numeric vector of size 1.

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Method clone()

The objects of this class are cloneable with this method.

Usage

ConfMatrix$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

See Also

D2MCS, MeasureFunction, ClassificationOutput

D2MCS documentation built on Aug. 23, 2022, 5:07 p.m.