NN Classifiers: Reducing the Computational Cost of Cross-Validation by Active Pattern Selection.
Friedrich LeischKurt HornikLakhmi C. JainPublished in: ANNES (1995)
Keyphrases
- cross validation
- support vector
- training set
- nearest neighbor classifiers
- unseen data
- model selection
- nearest neighbor
- binary classifiers
- neural network
- hyperparameters
- roc analysis
- knn
- cross validated
- variable selection
- nearest neighbour
- grid search
- training data
- regression problems
- feature selection
- feature set
- k nearest neighbour
- selection criterion
- generalization error
- meta learning
- radial basis function
- decision trees
- kernel function
- selection algorithm
- data sets
- data mining
- logistic regression
- naive bayes
- artificial neural networks
- error estimates
- genetic algorithm
- rbf kernel
- information criterion
- classification accuracy
- support vector machine
- back propagation
- svm classifier
- binary classification
- class distribution
- bp neural network