Parallel Large Scale Feature Selection for Logistic Regression.
Sameer SinghJeremy KubicaScott LarsenDaria SorokinaPublished in: SDM (2009)
Keyphrases
- logistic regression
- feature selection
- support vector
- naive bayes
- fold cross validation
- decision trees
- chi square
- credit scoring
- predictive power
- linear svm
- random forests
- text categorization
- linear support vector machines
- text classification
- classification accuracy
- logistic regression models
- loss function
- information gain
- odds ratio
- logistic model
- classification and regression trees
- breast cancer
- mutual information
- feature ranking
- generalized linear models
- chi square test
- bayesian classifier
- k nearest neighbor
- model selection
- feature set
- dimensionality reduction
- knn
- feature space
- training data
- multi label
- classification trees
- support vector machine
- feature vectors
- data mining
- data sets