BinaryClassifierResult: ClassifierResult class

In terminological/classifier-result:

Description

ClassifierResult class

ClassifierResult class

Details

result

Super class

ClassifierResult::ClassifierResult -> BinaryClassifierResult

Public fields

positive

- the "positive" class

Methods

Public methods

• BinaryClassifierResult$new()

• BinaryClassifierResult$setPositive()

• BinaryClassifierResult$plotLegend()

• BinaryClassifierResult$plot()

• BinaryClassifierResult$plotRoc()

• BinaryClassifierResult$plotDensity()

• BinaryClassifierResult$plotStats()

• BinaryClassifierResult$plotPR()

• BinaryClassifierResult$clone()

Inherited methods

• ClassifierResult::ClassifierResult$distributionStats()

• ClassifierResult::ClassifierResult$getInfoStats()

• ClassifierResult::ClassifierResult$maxValue()

• ClassifierResult::ClassifierResult$maxValues()

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Method new()

Creates a distribution

Usage

BinaryClassifierResult$new(data, classes)

Arguments

predictionProbabilities

a matrix of probabilities with rows for every sample, and colums for every possible class

actual

the gold standard output as a vector of outcomes for each sample

...

passed to pdfFunction and centileFunction

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Method setPositive()

Usage

BinaryClassifierResult$setPositive(className)

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Method plotLegend()

Usage

BinaryClassifierResult$plotLegend()

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Method plot()

Usage

BinaryClassifierResult$plot()

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Method plotRoc()

Usage

BinaryClassifierResult$plotRoc(labels = TRUE)

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Method plotDensity()

Usage

BinaryClassifierResult$plotDensity(labels = TRUE)

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Method plotStats()

Usage

BinaryClassifierResult$plotStats(
  statisticVars = vars(neg_pred_value, pos_pred_value, specificity, sensitivity,
    precision, recall, accuracy, f1, mcc, informedness, I)
)

---

Method plotPR()

Usage

BinaryClassifierResult$plotPR(labels = TRUE)

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Method clone()

The objects of this class are cloneable with this method.

Usage

BinaryClassifierResult$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

terminological/classifier-result documentation built on March 14, 2020, 8:04 a.m.