Hybrid decision trees for data streams based on Incremental Flexible Naive Bayes prediction at leaf nodes.
C. Sweetlin HemalathaRavi PathakV. VaidehiPublished in: Evol. Intell. (2019)
Keyphrases
- decision trees
- naive bayes
- leaf nodes
- data streams
- logistic regression
- naive bayes classifier
- prediction accuracy
- classification algorithm
- ensemble methods
- training data
- data sets
- decision rules
- machine learning
- root node
- base classifiers
- bayesian network classifiers
- classification rules
- probabilistic classifiers
- object recognition
- data distribution
- concept drift
- boosted decision trees
- rule sets
- itemsets
- nearest neighbor
- multiresolution
- training set
- databases