Concepedia

A GA-based feature selection and parameters optimizationfor support vector machines

Cheng-Lung Huang, Chieh-Jen Wang

Expert Systems with Applications · 2005 · 1.4K citations · 25 references

Concepts

ComputingComputer ScienceData MiningMachine LearningOptimizationClassificationFeature SelectionGenetic AlgorithmsOptimization For Machine LearningPattern RecognitionSupport Vector MachinesEvolutionary Feature SelectionFeature Selection For ClassificationFeature Subset SelectionSupport Vector ClassificationSupport Vector Machine Classification

References

25

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

Computing, Computer Science, Algorithms +14

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

Computing, Computer Science, Data Mining +13

UCI Repository of machine learning databases

Catherine Blake · Medical Entomology and Zoology · 1998 · 10.5K citations

Computing, Computer Science, Data Mining +9

Libsvm : A library for support vector machines

Vittorio Ferrari · Medical Entomology and Zoology · 2008 · 10.1K citations

Computing, Computer Science, Data Mining +11