remove_high_corr_features: Wrapper function of caret::findCorrelation: find and remove...
In fjoe88/d8ahelper: Opinionated Helper Functions For Data Analysis
remove_high_corr_features R Documentation
Wrapper function of caret::findCorrelation: find and remove highly correlated features
Description
Wrapper function of caret::findCorrelation: find and remove highly correlated features
Usage
remove_high_corr_features(df, level = 0.99, simplify = FALSE)
Arguments
df
a data frame of numerical values w/o NAs
level
a numeric for threshold as cutoff point for defining 'high correlation'
requires data frame of numeric w/o missing values
Details
if level == 1, find all perfectly correlated variables, remove half and return a list containing removed feature name pairs, unless simplify == TRUE
Value
returns a list of 1) reduced df 2) corr table of removed features
fjoe88/d8ahelper documentation built on Feb. 6, 2023, 7:55 a.m.
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| remove_high_corr_features | R Documentation |
Wrapper function of caret::findCorrelation: find and remove highly correlated features
Description
Wrapper function of caret::findCorrelation: find and remove highly correlated features
Usage
remove_high_corr_features(df, level = 0.99, simplify = FALSE)
Arguments
df |
a data frame of numerical values w/o NAs |
level |
a numeric for threshold as cutoff point for defining 'high correlation' requires data frame of numeric w/o missing values |
Details
if level == 1, find all perfectly correlated variables, remove half and return a list containing removed feature name pairs, unless simplify == TRUE
Value
returns a list of 1) reduced df 2) corr table of removed features
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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