Immediate Split Trees: Immediate Encoding of Floating Point Split Values in Random Forests.
Christian HakertKuan-Hsun ChenJian-Jia ChenPublished in: ECML/PKDD (5) (2022)
Keyphrases
- random forests
- floating point
- decision trees
- tree ensembles
- decision tree ensembles
- regression trees
- random forest
- fixed point
- logistic regression
- relational probability trees
- randomized trees
- machine learning algorithms
- ensemble methods
- classification and regression trees
- genetic algorithm
- floating point arithmetic
- higher order
- sparse matrices
- computer vision
- data sets