calc_cs: Calculate Chi-squared-based measure

In michbur/biogram: N-Gram Analysis of Biological Sequences

Calculate Chi-squared-based measure

Description

Computes Chi-squared-based measure between features and target vector.

Usage

calc_cs(feature, target, len_target, pos_target)

Arguments

feature	feature vector.
target	target.
len_target	length of the target vector.
pos_target	number of positive cases in the target vector.

Value

A numeric vector of length 1 representing computed Chi-square values.

Note

Both target and features must be binary, i.e. contain only 0 and 1 values.

The function was designed to be as fast as possible subroutine of calc_criterion and might be cumbersome if directly called by a user.

See Also

test_features.

chisq.test - Pearson's chi-squared test for count data.

Examples

tar <- sample(0L:1, 100, replace = TRUE)
feat <- sample(0L:1, 100, replace = TRUE)
calc_cs(feat, tar, 100, sum(tar))

michbur/biogram documentation built on Feb. 4, 2024, 6:38 p.m.