Classification using partial least squares with penalized logistic regression.
Gersende FortSophie Lambert-LacroixPublished in: Bioinform. (2005)
Keyphrases
- logistic regression
- partial least squares
- decision trees
- support vector
- logistic regression models
- loss function
- regression methods
- dimension reduction
- classification accuracy
- naive bayes
- regression method
- ls svm
- least squares
- text classification
- maximum likelihood
- least squares support vector machine
- feature extraction
- machine learning
- image processing
- training set
- discriminant analysis
- pattern recognition
- variable selection
- hyperparameters
- feature selection
- support vector machine
- cross validation
- svm classifier
- regression model
- feature vectors
- support vector machine svm
- dimensionality reduction