ICML
1997
IEEE
14 years 2 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
14 years 3 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 11 months ago
1997
IEEE
ICML
1997
IEEE
14 years 11 months ago
1997
IEEE
ICML
1997
IEEE
14 years 11 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 11 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 11 months ago
1997
IEEE
ICML
1997
IEEE
14 years 11 months ago
1997
IEEE
ICML
1997
IEEE
14 years 11 months ago
1997
IEEE
ICML
1997
IEEE
14 years 11 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...