877 search results - page 21 / 176 » Selection of Subsets of Ordered Features in Machine Learning |
136
Voted
AAAI
2004
15 years 3 months ago
2004
The aim of this paper is to compare Bayesian network classifiers to the k-NN classifier based on a subset of features. This subset is established by means of sequential feature se...
75
Voted
ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
We present a novel algorithm for computing a training set consistent subset for the nearest neighbor decision rule. The algorithm, called FCNN rule, has some desirable properties....
127
Voted
BMCBI
2010
15 years 2 months ago
2010
Background: Virtually all currently available microRNA target site prediction algorithms require the presence of a (conserved) seed match to the 5' end of the microRNA. Recen...
140
Voted
ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
A sparse representation of Support Vector Machines (SVMs) with respect to input features is desirable for many applications. In this paper, by introducing a 0-1 control variable t...
106
Voted
ECML
2006
Springer
15 years 5 months ago
2006
Springer
Abstract. We propose a novel active learning strategy based on the compression framework of [9] for label ranking functions which, given an input instance, predict a total order ov...