ICML
2002
IEEE
14 years 5 months ago
2002
IEEE
This paper addresses cost-sensitive classification in the setting where there are costs for measuring each attribute as well as costs for misclassification errors. We show how to ...
ICML
2002
IEEE
14 years 5 months ago
2002
IEEE
Previous discretization techniques have discretized numeric attributes into disjoint intervals. We argue that this is neither necessary nor appropriate for naive-Bayes classifiers...
ICML
2002
IEEE
14 years 5 months ago
2002
IEEE
ICML
2002
IEEE
14 years 5 months ago
2002
IEEE
ICML
2002
IEEE
14 years 5 months ago
2002
IEEE
During the last years, the use of string kernels that compare documents has been shown to achieve good results on text classification problems. In this paper we introduce the appl...
ICML
2002
IEEE
14 years 5 months ago
2002
IEEE
ICML
2002
IEEE
14 years 5 months ago
2002
IEEE
Searching the space of policies directly for the optimal policy has been one popular method for solving partially observable reinforcement learning problems. Typically, with each ...
ICML
2002
IEEE
14 years 5 months ago
2002
IEEE
Multi-view algorithms reduce the amount of required training data by partitioning the domain features into separate subsets or views that are sufficient to learn the target concep...
ICML
2002
IEEE
14 years 5 months ago
2002
IEEE
In a multi-view problem, the features of the domain can be partitioned into disjoint subsets (views) that are sufficient to learn the target concept. Semi-supervised, multi-view a...
ICML
2002
IEEE
14 years 5 months ago
2002
IEEE