ClassifierResult: ClassifierResult class

In terminological/classifier-result:

Description

ClassifierResult class

ClassifierResult class

Details

result

Public fields

data

- the classifier prediction probabilities and outcomes if from a prediction

classes

- the classes of the outcome as a vector

binaryInfo

- the binary info stats

Methods

Public methods

• ClassifierResult$new()

• ClassifierResult$getInfoStats()

• ClassifierResult$maxValue()

• ClassifierResult$maxValues()

• ClassifierResult$distributionStats()

• ClassifierResult$clone()

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Method new()

Creates a distribution

Usage

ClassifierResult$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 getInfoStats()

Usage

ClassifierResult$getInfoStats(...)

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Method maxValue()

Usage

ClassifierResult$maxValue(statisticVar, ...)

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Method maxValues()

Usage

ClassifierResult$maxValues(statisticVars, ...)

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Method distributionStats()

Usage

ClassifierResult$distributionStats(...)

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Method clone()

The objects of this class are cloneable with this method.

Usage

ClassifierResult$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

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