On Construction of Hybrid Logistic Regression-Naïve Bayes Model for Classification.
Yi TanPrakash P. ShenoyMoses W. ChanPaul M. RombergPublished in: Probabilistic Graphical Models (2016)
Keyphrases
- logistic regression
- bayesian classifiers
- decision trees
- bayes classifiers
- support vector
- logistic regression models
- bayesian classifier
- fold cross validation
- bayes classifier
- linear support vector machines
- naive bayes
- credit scoring
- random forests
- class membership probabilities
- text classification
- classification trees
- breast cancer
- linear svm
- loss function
- decision tree algorithms
- belief nets
- feature selection
- classification and regression trees
- chi square
- supervised classification
- classification accuracy
- machine learning
- support vector machine svm
- text categorization
- odds ratio
- semi supervised
- support vector machine
- multilabel classification
- feature vectors
- training set
- predictor variables
- feature space
- feature extraction
- chi square test
- naive bayes models
- information retrieval