Incremental Induction of Belief Decision Trees in Averaging Approach.
Salsabil TrabelsiZied ElouediMouna El ArouiPublished in: DEXA (1) (2014)
Keyphrases
- decision trees
- constructive induction
- rule induction
- induction algorithms
- multivariate decision trees
- oblique decision trees
- machine learning
- continuous valued attributes
- data mining methods
- incremental learning
- decision tree induction
- random forests
- concept learning
- belief revision
- inductive learning
- predictive accuracy
- incremental version
- decision rules
- inductive logic programming
- inductive bias
- decision tree algorithm
- training data
- feature construction
- neural network
- explanation based learning
- incremental clustering
- machine learning algorithms
- random forest
- classification models
- rule sets
- base classifiers
- logistic regression
- attribute values
- subjective logic
- classification rules
- functional programs
- weighted averaging
- supervised learning
- decision tree learning
- training set
- inductive inference
- active learning
- probability theory