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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
IJPRAI
2010
57views more  IJPRAI 2010»
13 years 2 months ago
Learning Decision Trees with log Conditional Likelihood
Han Liang, Yuhong Yan, Harry Zhang
EVOW
2010
Springer
14 years 2 months ago
Top-Down Induction of Phylogenetic Trees
We propose a novel distance based method for phylogenetic tree reconstruction. Our method is based on a conceptual clustering method that extends the well-known decision tree learn...
Celine Vens, Eduardo Costa, Hendrik Blockeel
AAAI
2006
13 years 9 months ago
When a Decision Tree Learner Has Plenty of Time
The majority of the existing algorithms for learning decision trees are greedy--a tree is induced top-down, making locally optimal decisions at each node. In most cases, however, ...
Saher Esmeir, Shaul Markovitch