96 search results - page 5 / 20 » An Evolutionary Algorithm for Oblique Decision Tree Inductio... |
224
Voted
SGAI
2010
Springer
15 years 1 months ago
2010
Springer
The Prism family of algorithms induces modular classification rules which, in contrast to decision tree induction algorithms, do not necessarily fit together into a decision tree s...
172
Voted
FLAIRS
2004
15 years 4 months ago
2004
Most decision tree induction methods used for extracting knowledge in classification problems are unable to deal with uncertainties embedded within the data, associated with human...
132
Voted
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
This paper extends previous work on skewing, an approach to problematic functions in decision tree induction. The previous algorithms were applicable only to functions of binary v...
151
Voted
ICDM
2003
IEEE
15 years 8 months ago
2003
IEEE
The Markov Blanket of a target variable is the minimum conditioning set of variables that makes the target independent of all other variables. Markov Blankets inform feature selec...
142
Voted
NLP
2000
15 years 7 months ago
2000
In this article we compare the performance of various machine learning algorithms on the task of constructing word-sense disambiguation rules from data. The distinguishing characte...