IsMinMaxBetter: Performs 'binom.test' to see if Min-Max is actually better...

Description Usage Arguments Value Examples

Description

Performs binom.test to see if Min-Max is actually better than Median-IQR method.

Usage

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IsMinMaxBetter(rocpr = 1, prop = 0.5, tt = 1)

Arguments

rocpr

If rocpr=1 then area under ROC curve is used as the performance measure. If rocpr=2 area under PR curve is used.

prop

Claimed proportion that Min-Max is better. Used for the null hypothesis.

tt

If tt=1, then the two sided binomial test is performed. If tt=2 then the alternative is less than.

Value

A list containing the following:

percentages

The proportion of datasets that gave better performance for Min-Max.

pvalues

The p-value of the binom.test.

confintervals

The confidence intervals of the binom.test.

Examples

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out <- IsMinMaxBetter(1)
out$confintervals

sevvandi/outselect documentation built on June 1, 2019, 3:58 a.m.