Prevalidated ridge regression is a highly-efficient drop-in replacement for logistic regression for high-dimensional data.
Angus DempsterGeoffrey I. WebbDaniel F. SchmidtPublished in: CoRR (2024)
Keyphrases
- logistic regression
- high dimensional data
- highly efficient
- ridge regression
- regression methods
- dimensionality reduction
- nearest neighbor
- high dimensionality
- high dimensional
- support vector
- linear regression
- decision trees
- dimension reduction
- data sets
- data analysis
- low dimensional
- data points
- loss function
- naive bayes
- support vector machine
- missing values
- input data
- ls svm
- linear discriminant analysis
- variable selection
- neural network
- svm classifier
- semi supervised learning
- model selection
- knn