shrink {theftdlc} | R Documentation |
Use a cross validated penalized maximum likelihood generalized linear model to perform feature selection
Description
Use a cross validated penalized maximum likelihood generalized linear model to perform feature selection
Usage
shrink(data, threshold = c("one", "all"), plot = FALSE, ...)
Arguments
data |
|
threshold |
|
plot |
|
... |
arguments to be passed to |
Value
feature_calculations
object containing a data frame of the reduced feature set
Author(s)
Trent Henderson
Examples
library(theft)
features <- theft::calculate_features(theft::simData,
feature_set = "catch22")
best_features <- shrink(features)
[Package theftdlc version 0.2.0 Index]