Automatic Hyperparameter Tuning for Support Vector Machines

Davide Anguita; Sandro Ridella; Fabio Rivieccio; Rodolfo Zunino

doi:10.1007/3-540-46084-5_217

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Automatic Hyperparameter Tuning for Support Vector Machines

Davide Anguita Sandro Ridella Fabio Rivieccio Rodolfo Zunino

Year: 2002 Lecture notes in computer science Pages: 1345-1350 Publisher: Springer Science+Business Media

DOI: 10.1007/3-540-46084-5_217

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Keywords:

Hyperparameter Computer science Support vector machine Benchmark (surveying) Machine learning Artificial intelligence Selection (genetic algorithm) Process (computing) Cross-validation Hyperparameter optimization Data mining

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Topics

Machine Learning and Data Classification

Physical Sciences → Computer Science → Artificial Intelligence

Neural Networks and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Industrial Vision Systems and Defect Detection

Physical Sciences → Engineering → Industrial and Manufacturing Engineering

Automatic Hyperparameter Tuning for Support Vector Machines

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