Improving Multiclass ILP by Combining Partial Rules with Winnow Algorithm: Results on Classification of Dopamine Antagonist Molecules.
Sukree SinthupinyoCholwich NatteeMasayuki NumaoTakashi OkadaBoonserm KijsirikulPublished in: JSAI Workshops (2004)
Keyphrases
- multi class
- multiclass classification
- perceptron algorithm
- support vector machine
- binary classifiers
- multiclass problems
- multiclass support vector machines
- multiple classes
- cost sensitive
- winnow algorithm
- decision rules
- feature selection
- binary classification problems
- error correcting output codes
- binary classification
- classification accuracy
- machine learning
- support vector
- svm classifier
- pairwise
- feature vectors
- feature space
- machine learning algorithms
- support vector machine svm
- decision trees
- image classification
- classification algorithm
- classification models
- feature extraction
- hyperplane
- training set
- sample size
- mistake bound