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» Transfer Learning in Decision Trees
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IFIP12
2008
13 years 9 months ago
A Study with Class Imbalance and Random Sampling for a Decision Tree Learning System
Sampling methods are a direct approach to tackle the problem of class imbalance. These methods sample a data set in order to alter the class distributions. Usually these methods ar...
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Mar...
IJAIT
2000
50views more  IJAIT 2000»
13 years 7 months ago
Stable Decision Trees: Using Local Anarchy for Efficient Incremental Learning
Dimitrios Kalles, Athanassios Papagelis
ALGORITHMICA
1998
76views more  ALGORITHMICA 1998»
13 years 7 months ago
On Learning Decision Trees with Large Output Domains
Nader H. Bshouty, Christino Tamon, David K. Wilson