Training highly multiclass classifiers.
Maya R. GuptaSamy BengioJason WestonPublished in: J. Mach. Learn. Res. (2014)
Keyphrases
- multi class
- multi class classifiers
- multiclass classification
- multiclass svm
- linear classifiers
- binary classifiers
- error correcting output codes
- class probabilities
- multinomial logistic regression
- training set
- multiclass problems
- test set
- training samples
- feature selection
- training examples
- support vector machine
- binary classification
- multi class classifier
- binary classification problems
- binary tree
- boosting algorithms
- multi class classification
- binary classification tasks
- support vector
- training data
- base classifiers
- cost sensitive
- pairwise
- multiclass support vector machines
- machine learning algorithms
- single class
- data sets
- multi class problems
- decision boundary
- naive bayes
- supervised learning
- multiple classes
- training process
- multiclass learning
- majority voting
- weak classifiers
- ensemble learning
- multi task
- classification algorithm
- svm classifier
- feature set
- classification accuracy
- similarity measure
- learning algorithm
- neural network