437 search results - page 3 / 88 » Feature Selection Filters Based on the Permutation Test |
174
Voted
ML
2008
ACM
15 years 3 months ago
2008
ACM
Feature selection is an important aspect of solving data-mining and machine-learning problems. This paper proposes a feature-selection method for the Support Vector Machine (SVM) l...
181
Voted
ICML
2001
IEEE
16 years 4 months ago
2001
IEEE
In this paper, we examine the advantages and disadvantages of filter and wrapper methods for feature selection and propose a new hybrid algorithm that uses boosting and incorporat...
130
Voted
WEBI
2009
Springer
15 years 10 months ago
2009
Springer
Filtering feature selection method (filtering method, for short) is a well-known feature selection strategy in pattern recognition and data mining. Filtering method outperforms ot...
131
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
Feature selection, as a preprocessing step to machine learning, has been effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and improvin...
109
Voted
EPIA
2007
Springer
15 years 7 months ago
2007
Springer