Algebraically Explainable Controllers: Decision Trees and Support Vector Machines Join Forces.
Florian JüngermannJan KretínskýMaximilian WeiningerPublished in: CoRR (2022)
Keyphrases
- decision trees
- support vector
- learning machines
- large margin classifiers
- logistic regression
- decision tree induction
- cross validation
- predictive accuracy
- random forest
- control system
- binary classification
- generalization ability
- reinforcement learning
- decision tree algorithm
- join algorithms
- support vector machine
- kernel function
- data mining methods
- multi class
- ensemble methods
- constructive induction
- training examples
- naive bayes
- linear systems
- machine learning algorithms
- feature construction
- text classification
- rule induction
- multi class classification
- support vectors
- cartesian product
- maximum margin
- knn
- classification rules
- query optimization
- decision rules
- base classifiers
- cost sensitive
- kernel methods