A GA-based Feature Selection And Parameters Optimizationfor Support Vector Machines

·2006·DOI

Engineering and Technology

Communication and Signal Processing

Intelligent Systems and Learning

Support Vector and Decision Algorithms

Role in the Field

Neutralin Engineering and Technology

Neutralin Communication and Signal Processing

Neutralin Intelligent Systems and Learning

Neutralin Support Vector and Decision Algorithms

Abstract

Citations

1,108

Year

2006

PageRank

3.8 / 10

Relative influence (log-scaled)

Related Papers

10 of 10 papers

Classification Based On Decision Tree Algorithm For Machine Learning

·2021·933 citations

A Comprehensive Review Of Dimensionality Reduction Techniques For Feature Selection And Feature Extraction

·2020·576 citations

A Novel Optimized SVM Classification Algorithm With Multi-Domain Feature And Its Application To Fault Diagnosis Of Rolling Bearing

·2018·398 citations

An Improved Method To Construct Basic Probability Assignment Based On The Confusion Matrix For Classification Problem

·2016·400 citations

A Comparison Of Random Forest And Its Gini Importance With Standard Chemometric Methods For The Feature Selection And Classification Of Spectral Data

·2009·926 citations

Robust Feature Selection Using Ensemble Feature Selection Techniques

·2008·404 citations

An Assessment Of Support Vector Machines For Land Cover Classification

·2002·1,348 citations

New Support Vector Algorithms

·2000·1,991 citations

Classifier Fitness Based On Accuracy

·1995·1,059 citations

Rough Classification

·1984·429 citations