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Global Environmental Change, ISSN 0959-3780, 03/2017, Volume 43, pp. 51 - 61
Journal Article
Machine Learning, ISSN 0885-6125, 6/2004, Volume 55, Issue 3, pp. 219 - 250
Journal Article
2008, ISBN 9812771719, xviii, 244
Book
2008, Series in machine perception and artificial intelligence, ISBN 9812771719, Volume 69, xviii, 244
Book
Journal of the American Statistical Association, ISSN 0162-1459, 10/2015, Volume 110, Issue 512, pp. 1770 - 1784
In this article, we introduce a new type of tree-based method, reinforcement learning trees (RLT), which exhibits significantly improved performance over... 
Trees | Error bound | Random forests | Consistency | Reinforcement learning | LASSO | CLASSIFICATION | STATISTICS & PROBABILITY | MODEL | SELECTION | RANDOMIZED TREES | Variables | Sample size | Decision trees | Reinforcement Learning | Random Forests | Error Bound
Journal Article
Pattern Recognition, ISSN 0031-3203, 02/2016, Volume 50, pp. 195 - 209
Decision trees are comprehensible, but at the cost of a relatively lower prediction accuracy compared to other powerful black-box classifiers such as SVMs.... 
Boosting | Alternating decision tree | Multivariate decision tree | LARS | Lasso | REGRESSION | DISCRIMINANT-ANALYSIS | DISEASE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms
Journal Article
Journal Article
Information Sciences, ISSN 0020-0255, 01/2018, Volume 424, pp. 104 - 117
In multicriteria decision tasks, certain features are linearly ordered according to the decision and are called criteria, whereas others, called regular... 
Rank inconsistency | Partially monotonic | Decision tree | Monotonic directions | REGRESSION | ORDINAL CLASSIFICATION | APPROXIMATION | COMPUTER SCIENCE, INFORMATION SYSTEMS | INDUCTION | ALGORITHMS | DOMINANCE RELATIONS | FEATURE-SELECTION | ROUGH SET APPROACH | RULES | ENTROPY | Decision-making | Computer science | Algorithms
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 01/2011, Volume 23, Issue 1, pp. 64 - 78
Journal Article