Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification.
Maksim LapinMatthias HeinBernt SchielePublished in: CoRR (2016)
Keyphrases
- multi class
- loss function
- pairwise
- hinge loss
- logistic regression
- boosting algorithms
- multilabel classification
- risk minimization
- binary classifiers
- support vector
- learning algorithm
- support vector machine
- binary classification
- perceptron algorithm
- multi class boosting
- reproducing kernel hilbert space
- multi class classification
- multiple instance learning
- cost sensitive
- classification accuracy