select_stat_cols {theftdlc} | R Documentation |
Helper function to select only the relevant columns for statistical testing
Description
Helper function to select only the relevant columns for statistical testing
Usage
select_stat_cols(data, by_set, metric, hypothesis)
Arguments
data |
data.frame of classification accuracy results
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by_set |
Boolean specifying whether you want to compare feature sets (if TRUE ) or individual features (if FALSE ).
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metric |
character denoting the classification performance metric to use in statistical testing. Can be one of "accuracy" , "precision" , "recall" , "f1" . Defaults to "accuracy"
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hypothesis |
character denoting whether p-values should be calculated for each feature set or feature (depending on by_set argument) individually relative to the null if use_null = TRUE in tsfeature_classifier through "null" , or whether pairwise comparisons between each set or feature should be conducted on main model fits only through "pairwise" .
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Value
object of class data.frame
Author(s)
Trent Henderson
[Package
theftdlc version 0.1.0
Index]