1661 search results - page 50 / 333 » Decision Tree Fields |
140
click to vote
ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
We propose a formulation of the Decision Tree learning algorithm in the Compression settings and derive tight generalization error bounds. In particular, we propose Sample Compres...
158
click to vote
ICML
1996
IEEE
15 years 10 months ago
1996
IEEE
A learner's performance does not rely only on the representation language and on the algorithm inducing a hypothesis in this language. Also the way the induced hypothesis is ...
135
click to vote
CORR
2010
Springer
15 years 6 months ago
2010
Springer
The whole computer hardware industry embraced multicores. For these machines, the extreme optimisation of sequential algorithms is no longer sufficient to squeeze the real machine ...
134
click to vote
KI
2002
Springer
15 years 5 months ago
2002
Springer
Abstract. We present a new classification algorithm that combines three properties: It generates decision trees, which proved a valuable and intelligible tool for classification an...
179
click to vote
GIS
2010
ACM
15 years 4 months ago
2010
ACM
Local search is a specialization of the web search that allows users to submit geographically constrained queries. However, one of the challenges for local search engines is to un...