A nonparametric copula-based decision tree for two random variables using MIC as a classification index.
Yousef Ali KhanQ. S. ShanQianning LiuSyed Zaheer AbbasPublished in: Soft Comput. (2021)
Keyphrases
- random variables
- decision trees
- random vectors
- joint distribution
- graphical models
- probability distribution
- machine learning
- conditional independence
- distribution function
- classification models
- bayesian networks
- decision tree algorithm
- stochastic optimization problems
- marginal distributions
- classification rules
- density estimation
- model selection
- latent variables
- probability density function
- normal distribution
- conditional random fields
- cross validation
- probabilistic graphical models
- naive bayes
- probabilistic model