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Abstract: This report presents a new methodology of learning from examples, based on feature partitioning. Classification by Feature Partitioning (CFP) is a particular implementation of this technique, which is an inductive, incremental, and supervised learning method. Learning in CFP is accomplished by storing the objects separately in each feature dimension as disjoint partitions of values. A partition, a basic unit of representation which is initially a point in the feature dimension, is expanded... (Update)
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BibTeX entry: (Update)
I. S¸irin, "Learning with Feature Partitions" M.Sc. Thesis, Bilkent University, Dept. of Computer Engineering and Info. Sci., Tech. Rep. No. BU-CEIS-9312. http://citeseer.ist.psu.edu/sirin94learning.html More
@misc{ irin-learning,
author = "I. irin",
title = "Learning with Feature Partitions",
text = "I. S¸irin, Learning with Feature Partitions M.Sc. Thesis, Bilkent University,
Dept. of Computer Engineering and Info. Sci., Tech. Rep. No. BU-CEIS-9312.",
url = "citeseer.ist.psu.edu/sirin94learning.html" }
Citations (may not include all citations):2177 Programs for Machine Learning (context) - Quinlan - 1993
2138 Genetic Algorithms in Search (context) - Goldberg - 1989
1359 Induction of Decision Trees (context) - Quinlan - 1986
503 Instance-Based Learning Algorithms (context) - Aha, Kibler et al. - 1991
493 Communications of the ACM (context) - Valiant, of et al. - 1984
465 Learnability and the Vapnik-Chervonenkis Dimension (context) - Blumer, EhrenFeucht et al. - 1989
371 Explanation-Based Generalization: A Unifying View (context) - Mitchell, Keller et al. - 1986
317 Learning Quickly When Irrelevant Attributes Abound: A New Li.. (context) - Littlestone - 1988
233 The CN2 Induction Algorithm - Clark, Niblett - 1989
231 The Use of Multiple Measurements in Taxonomic Problems (context) - Fisher - 1936
207 Explanation-Based Learning: An Alternative View (context) - Dejong, Mooney - 1986
149 Quantifying Inductive Bias: AI Learning Algorithms and Valia.. (context) - Haussler - 1988
142 Learning from Noisy Examples (context) - Angluin, Laird - 1988
125 Learning with Many Irrelevant Features - Almuallim, Dietterich - 1991
107 A Nearest Hyperrectangle Learning Method (context) - Salzberg - 1991
[Article contains additional citations not shown here]
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