ICML
1997
IEEE
13 years 8 months ago
1997
IEEE
Feature selection has proven to be a valuable technique in supervised learning for improving predictive accuracy while reducing the number of attributes considered in a task. We i...
ICML
1997
IEEE
13 years 8 months ago
1997
IEEE
This paper is a comparative study of feature selection methods in statistical learning of text categorization. The focus is on aggressive dimensionality reduction. Five methods we...
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
Explanation-Based Reinforcement Learning (EBRL) was introduced by Dietterich and Flann as a way of combining the ability of Reinforcement Learning (RL) to learn optimal plans with...
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
Abstract: We investigate the structure of model selection problems via the bias/variance decomposition. In particular, we characterize the essential structure of a model selection ...
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
Machine learning techniques are applicable to computer system optimization. We show that shared memory multiprocessors can successfully utilize machine learning algorithms for mem...