How To Winnow Actives from Inactives: Introducing Molecular Orthogonal Sparse Bigrams (MOSBs) and Multiclass Winnow.
Florian NigschJohn B. O. MitchellPublished in: J. Chem. Inf. Model. (2008)
Keyphrases
- multi class
- perceptron algorithm
- mistake bound
- multiple instance learning
- multinomial logistic regression
- multiclass problems
- multi class classification
- pairwise
- learning algorithm
- multiple classes
- cost sensitive
- multiclass classification
- binary classification
- mixed norm
- support vector machine
- multiclass support vector machines
- feature selection
- binary classification problems
- high dimensional
- error correcting output codes
- binary classifiers
- supervised learning