A Hybrid Predicting Stock Return Model Based on Bayesian Network and Decision Tree.
Shou-Hsiung ChengPublished in: IEA/AIE (2) (2014)
Keyphrases
- decision trees
- bayesian networks
- naive bayes
- decision tree induction
- logistic regression
- machine learning
- inference in bayesian networks
- bayesian network inference
- learning bayesian networks
- structure learning
- probabilistic model
- probabilistic inference
- stock market
- bayesian network classifiers
- graphical models
- information gain
- conditional independence
- hybrid learning
- random variables
- influence diagrams
- attribute selection
- incomplete data
- decision tree algorithm
- tree construction
- diagnostic reasoning
- probability distribution
- stock trading