Multinomial Naïve Bayes using similarity based conditional probability.
Santhi BalachandranG. R. BrindhaPublished in: J. Intell. Fuzzy Syst. (2019)
Keyphrases
- conditional probabilities
- tree augmented
- bayesian networks
- probabilistic model
- naive bayes
- bayes classifiers
- naive bayes classifier
- probabilistic inference
- bayes classifier
- bayesian classifiers
- bayesian network classifiers
- posterior probability
- probability distribution
- bayesian model
- logistic regression
- joint distribution
- graphical models
- dirichlet distribution
- text classification
- decision trees
- text categorization
- classification accuracy
- incomplete data
- structure learning
- em algorithm
- random variables
- prior probabilities
- latent variables
- fisher information
- conditional independence
- network parameters
- logit model
- inductive logic programming
- mixture model
- generative model
- expectation maximization
- bayesian inference
- probability density function
- discrete data
- support vector machine
- bayesian classifier
- class labels
- feature space
- joint probability
- feature selection
- machine learning
- data sets