A feature selection method for classification based on ensemble of penalized logistic models.
Musarrat IjazAsma GulZahid AsgharPublished in: Commun. Stat. Simul. Comput. (2024)
Keyphrases
- model selection
- classification models
- training set
- machine learning
- machine learning methods
- machine learning algorithms
- pattern recognition
- svm classifier
- cross validation
- feature vectors
- training data
- decision trees
- feature selection
- neural network
- automatic classification
- final classification
- classification method
- logistic model
- support vector machine svm
- support vector machine
- feature extraction
- logistic regression
- benchmark datasets
- training samples
- statistical models
- preprocessing
- support vector
- classifier ensemble
- majority voting
- ensemble classification
- data sets