removeCorrelations: Remove Correlations
In neobernad/evaluomeR: Evaluation of Bioinformatics Metrics
View source: R/dataPreprocessing.R
removeCorrelations R Documentation
Remove Correlations
Description
Identifies and removes correlated columns from the numeric dataset, according to 'correlation_threshold'.
Usage
removeCorrelations(numeric_dataset, correlation_threshold = 1)
Arguments
numeric_dataset
A data frame consisting of only numeric columns.
correlation_threshold
A numeric threshold for identifying perfect correlations.
Value
A list containing the cleaned dataset and the remaining column names, along with the correlation matrix R.
neobernad/evaluomeR documentation built on March 29, 2025, 3:35 p.m.
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View source: R/dataPreprocessing.R
| removeCorrelations | R Documentation |
Remove Correlations
Description
Identifies and removes correlated columns from the numeric dataset, according to 'correlation_threshold'.
Usage
removeCorrelations(numeric_dataset, correlation_threshold = 1)
Arguments
numeric_dataset |
A data frame consisting of only numeric columns. |
correlation_threshold |
A numeric threshold for identifying perfect correlations. |
Value
A list containing the cleaned dataset and the remaining column names, along with the correlation matrix R.
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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