Selection of Fuzzy-Valued Loss Function in Two Stage Binary Classifier.
Robert BurdukPublished in: CORES (2005)
Keyphrases
- loss function
- empirical risk
- support vector
- bayes rule
- learning to rank
- binary classifiers
- boosting framework
- pairwise
- fuzzy sets
- logistic regression
- risk minimization
- decision trees
- training data
- support vector machine
- regularization term
- t norm
- solution path
- convex loss functions
- linear classifiers
- stochastic gradient descent
- error correcting output codes
- reproducing kernel hilbert space
- svm classifier
- training samples
- feature set
- binary classification
- fuzzy rules
- information retrieval
- class labels
- kernel function
- multi class
- training set
- objective function
- feature selection