determineNumberOfFactors: Determine Number of Factors
In neobernad/evaluomeR: Evaluation of Bioinformatics Metrics
View source: R/dataPreprocessing.R
determineNumberOfFactors R Documentation
Determine Number of Factors
Description
This function determines the optimal number of factors to extract from a dataset
using the eigenvalue-based scree test and parallel analysis.
Usage
determineNumberOfFactors(dataset)
Arguments
dataset
A data frame from which factors are to be extracted.
The function will ignore the "Description" column if it exists.
Value
An integer representing the number of factors to retain based on the
scree test results.
neobernad/evaluomeR documentation built on Nov. 12, 2024, 11:29 p.m.
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View source: R/dataPreprocessing.R
| determineNumberOfFactors | R Documentation |
Determine Number of Factors
Description
This function determines the optimal number of factors to extract from a dataset using the eigenvalue-based scree test and parallel analysis.
Usage
determineNumberOfFactors(dataset)
Arguments
dataset |
A data frame from which factors are to be extracted. The function will ignore the "Description" column if it exists. |
Value
An integer representing the number of factors to retain based on the scree test results.
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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