An Approach to Evaluating Learning Algorithms for Decision Trees.
Tianqi XiaoOmer Nguena TimoFlorent AvellanedaYasir MalikStefan D. BrudaPublished in: CoRR (2020)
Keyphrases
- decision trees
- learning algorithm
- machine learning algorithms
- decision tree learning
- training data
- machine learning
- decision tree algorithms
- inductive learning algorithms
- predictive accuracy
- learning problems
- decision tree induction
- decision tree learning algorithm
- data mining
- naive bayes
- logistic regression
- classification rules
- meta learning
- induction algorithms
- feature construction
- training set
- inductive bias
- neural network
- learning tasks
- training examples
- random forest
- supervised learning
- decision tree algorithm
- lower bound
- reinforcement learning