Naive-Bayes Inspired Effective Pre-Conditioner for Speeding-Up Logistic Regression.
Nayyar Abbas ZaidiMark James CarmanJesús CerquidesGeoffrey I. WebbPublished in: ICDM (2014)
Keyphrases
- logistic regression
- naive bayes
- decision trees
- classification accuracy
- text categorization
- text classification
- naive bayes classifier
- tree augmented naive bayes
- support vector
- information gain
- training data
- base classifiers
- probability estimation
- cost sensitive
- logistic regression models
- feature selection
- machine learning
- probability estimates
- bayesian networks
- test instances
- bayesian classifier
- bayesian network classifiers
- naive bayes models
- loss function
- feature space
- information retrieval
- class labels
- labeled data
- k nearest neighbor