Logitron: Perceptron-augmented classification model based on an extended logistic loss function.
Hyenkyun WooPublished in: CoRR (2019)
Keyphrases
- loss function
- support vector
- logistic regression
- hinge loss
- pairwise
- support vector machine
- classification accuracy
- machine learning
- learning to rank
- learning algorithm
- bayes rule
- classification algorithm
- decision trees
- text classification
- regularization term
- boosting framework
- feature extraction
- svm classifier
- pattern classification
- risk minimization
- hyperplane
- generalization ability
- convex loss functions
- decision function
- reproducing kernel hilbert space
- binary classification
- least squares
- supervised learning
- class labels
- image classification
- support vector machine svm