Description Usage Arguments Value Author(s) Examples
calculates phi, delta and the ratio directly from the dataframe with provided information and generates a list with the names of the features, their phi and delta value and the ratio
1 | phiDelta.stats(data, labels, ratio_corrected = TRUE)
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data |
dataframe without labels |
labels |
vector of labels |
ratio_corrected |
locigal, if true phi and delta will be calculated in respect to the ratio of positive and negative samples |
dataframe, first column are the names of the features second column the phi values third column the delta values
rothe
1 2 3 | x <- climate_data
phiDelta <- phiDelta.stats(x[,-1],x[,1], ratio_corrected = FALSE)
with_ratio <- phiDelta.stats(x[,-1],x[,1])
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