Description Usage Arguments Details Value
View source: R/KIF_functions.R
KIF
function computes the KIF score of a single couple.
1 | KIF(biSample, y)
|
biSample |
a numeric matrix with two columns and n rows. |
y |
the response variable. |
KIF measure aims to select the relevant couples for the multi-class classification task. It is based on Kendall's Tau and ranges form 0 to 1. KIF is a model-free procedure, handles continuous, categorical or a mixture of continuous-categorical features, and is invariant under monotonic transformations. KIF
function computes KIF score of a single couple.
KIF
function returns the KIF score of the given couple
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