cleanDataset: Clean Dataset
In neobernad/evaluomeR: Evaluation of Bioinformatics Metrics
View source: R/dataPreprocessing.R
cleanDataset R Documentation
Clean Dataset
Description
Cleans the dataset by removing non-numeric columns and those with perfect correlations.
Usage
cleanDataset(dataset, correlation_threshold = 1)
Arguments
dataset
A data frame containing the dataset to be cleaned.
correlation_threshold
A numeric value between -1 and 1 that specifies the correlation threshold
for removing perfectly correlated columns.
Value
A list containing the cleaned dataset (dataset) with the description column
and the correlation matrix R (R).
neobernad/evaluomeR documentation built on Nov. 12, 2024, 11:29 p.m.
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View source: R/dataPreprocessing.R
| cleanDataset | R Documentation |
Clean Dataset
Description
Cleans the dataset by removing non-numeric columns and those with perfect correlations.
Usage
cleanDataset(dataset, correlation_threshold = 1)
Arguments
dataset |
A data frame containing the dataset to be cleaned. |
correlation_threshold |
A numeric value between -1 and 1 that specifies the correlation threshold for removing perfectly correlated columns. |
Value
A list containing the cleaned dataset (dataset) with the description column
and the correlation matrix R (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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