Logistic Regression Confined by Cardinality-Constrained Sample and Feature Selection.
Ehsan AdeliXiaorui LiDongjin KwonYong ZhangKilian M. PohlPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2020)
Keyphrases
- logistic regression
- feature selection
- support vector
- naive bayes
- small sample
- fold cross validation
- decision trees
- text categorization
- predictive power
- loss function
- credit scoring
- linear svm
- breast cancer
- chi square
- text classification
- odds ratio
- linear support vector machines
- chi square test
- feature space
- logistic regression models
- classification accuracy
- logistic model
- information gain
- classification and regression trees
- machine learning
- support vector machine
- feature ranking
- feature set
- mutual information
- sample size
- dimensionality reduction
- training data
- feature extraction
- decision tree algorithms
- information retrieval
- model selection