507 search results - page 11 / 102 » Generating Better Decision Trees |
112
Voted
AAAI
1990
15 years 3 months ago
1990
In this paper, we address the issue of evaluating decision trees generated from training examples by a learning algorithm. We give a set of performance measures and show how some ...
109
Voted
BIBM
2009
IEEE
15 years 7 months ago
2009
IEEE
The primary objective of disparities research is to model the differences across multiple groups and identify the groups that behave significantly different from each other. Indep...
125
Voted
BICOB
2010
Springer
15 years 24 days ago
2010
Springer
A decision tree induction method for multilabel classification tasks (IS-MLT) is presented which uses an iterative approach for determining the best split at each node. The propo...
140
Voted
ECML
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. Ensemble methods are able to improve the predictive performance of many base classifiers. Up till now, they have been applied to classifiers that predict a single target ...
135
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PAKDD
2007
ACM
15 years 8 months ago
2007
ACM
In this paper, we study the privacy-preserving decision tree building problem on vertically partitioned data. We made two contributions. First, we propose a novel hybrid approach, ...