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Searching for "Decision Trees Learning System." – sorted by Relevance.

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45 documents found, showing 1 through 10. Next 10 →

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A Study with Class Imbalance and Random Sampling for a Decision Tree Learning System
by Ronaldo C. Prati, Maria Carolina Monard
…A Study with Class Imbalance and Random Sampling for a Decision Tree Learning System Ronaldo C…
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Opponent Modeling By Analysing Play
by Jan Ramon, Nico Jacobs, Hendrik Blockeel — 2002 — Proceedings of Workshop on agents in computer games
…. We learn understandable opponent models with a logical decision tree learning system. We illustrate…
Cited by 4 (0 self) – Add To MetaCart

Classification of Individuals with Complex Structure
by Bowers Bowers Cs, A. F. Bowers — 2000 — Machine Learning: Proceedings of the Seventeenth International Conference (ICML2000
…. The effectiveness of the approach is demonstrated by applying the decision-tree learning system to two benchmark…
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Machine Learning for Intelligent Processing of Printed Documents
by Floriana Esposito, Donato Malerba, Francesca, Francesca A. Lisi, W. Ras — 2000 — Journal of Intelligent Information Systems
… tree learning system is applied for the acquisition of decision trees used for the classication…
Cited by 20 (11 self) – Add To MetaCart

Adapting to Subsequent Changes of Environment by Learning Policy Preconditions
by Tohgoroh Matsui, Nobuhiro Inuzuka, Hirohisa Seki — 2002
… experimented using our method on a profit-sharing reinforcement learning system, and a decision tree learning…
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Classification of Individuals with Complex Structure
by A.F. Bowers, C. Giraud-Carrier, J.W. Lloyd — 2000 — Machine Learning: Proceedings of the Seventeenth International Conference (ICML2000
…. The effectiveness of the approach is demonstrated by applying the decision-tree learning system to two benchmark…
Cited by 20 (10 self) – Add To MetaCart

A Unifying View of Knowledge Representation for Inductive Learning
by A.F. Bowers, C. Giraud-Carrier, J.W. Lloyd — 2000 — In preparation
… of types to which a decision-tree learning system is applied. The e#ectiveness of the approach is further…
Cited by 4 (4 self) – Add To MetaCart

Learning Preconditions for Control Policies in Reinforcement Learning
by Tohgoroh Matsui, Nobuhiro Inuzuka, Hirohisa Seki — 2001
… tree learning system C4.5. Our method adapted to a changing environment faster than re-learning…
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Fast Effective Rule Induction
by William W. Cohen — 1995 — In Proceedings of the Twelfth International Conference on Machine Learning
… easy for people to understand [ Catlett, 1991 ] , and rule learning systems outperform decision tree…
Cited by 664 (19 self) – Add To MetaCart

H.: Refining aggregate conditions in relational learning
by Celine Vens, Jan Ramon, Hendrik Blockeel — 2006 — Principles of Data Mining and Knowledge Discovery, Proceedings of the 10th European Conference. Volume 4213 of Lecture Notes in Artificial Intelligence
… conditions. Second, this derived strategy was applied to an existing relational decision tree learning system…
Cited by 1 (1 self) – Add To MetaCart

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