C4.5 or Naive Bayes: A Discriminative Model Selection Approach.
Lungan ZhangLiangxiao JiangChaoqun LiPublished in: ICANN (1) (2016)
Keyphrases
- model selection
- naive bayes
- feature selection
- bayesian network classifiers
- naive bayes models
- decision trees
- text classification
- cross validation
- naive bayes classifier
- classification accuracy
- logistic regression
- text categorization
- unsupervised learning
- bayesian model averaging
- hyperparameters
- parameter estimation
- machine learning
- sample size
- variable selection
- training data
- regression model
- feature extraction
- selection criterion
- bayesian networks
- mixture model
- information criterion
- support vector machine
- generalization error
- gaussian process
- marginal likelihood
- text mining
- base classifiers
- semi supervised learning
- bayesian methods
- semi supervised
- data sets
- closed form
- support vector
- feature space
- labeled data
- k nearest neighbor