Evaluation of simple performance measures for tuning SVM hyperparameters.
Kaibo DuanS. Sathiya KeerthiAun Neow PooPublished in: Neurocomputing (2003)
Keyphrases
- hyperparameters
- support vector
- model selection
- cross validation
- decision function
- support vector machine svm
- support vector machine
- feature selection
- closed form
- grid search
- gaussian process
- bayesian framework
- maximum a posteriori
- svm classifier
- maximum likelihood
- incremental learning
- knn
- ls svm
- machine learning
- sample size
- nearest neighbor
- bayesian inference
- bayesian networks
- gaussian processes
- decision trees