Dive into Decision Trees and Forests: A Theoretical Demonstration.
Jinxiong ZhangPublished in: CoRR (2021)
Keyphrases
- decision trees
- random forest
- random forests
- naive bayes
- theoretical basis
- decision tree induction
- machine learning
- predictive accuracy
- theoretical analysis
- data mining methods
- machine learning algorithms
- rule induction
- logistic regression
- training data
- decision tree algorithm
- neural network
- data sets
- empirical findings
- database
- base classifiers
- decision rules
- text classification
- expert systems
- information systems
- real time