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» Complexity measures and decision tree complexity: a survey
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COCO
2006
Springer
118views Algorithms» more  COCO 2006»
13 years 9 months ago
Learning Monotone Decision Trees in Polynomial Time
We give an algorithm that learns any monotone Boolean function f : {-1, 1}n {-1, 1} to any constant accuracy, under the uniform distribution, in time polynomial in n and in the de...
Ryan O'Donnell, Rocco A. Servedio
RSCTC
2000
Springer
143views Fuzzy Logic» more  RSCTC 2000»
13 years 9 months ago
On Efficient Construction of Decision Trees from Large Databases
The main task in decision tree construction algorithms is to find the "best partition" of the set of objects. In this paper, we investigate the problem of optimal binary ...
Hung Son Nguyen
ICML
1999
IEEE
14 years 6 months ago
The Alternating Decision Tree Learning Algorithm
The applicationofboosting procedures to decision tree algorithmshas been shown to produce very accurate classi ers. These classiers are in the form of a majority vote over a numbe...
Yoav Freund, Llew Mason
DLT
2003
13 years 7 months ago
Complexity Theory Made Easy
In recent years generalized acceptance criteria for different nondeterministic computation models have been examined. Instead of the common definition where an input word is said...
Heribert Vollmer