Multiclass Mineral Recognition Using Similarity Features and Ensembles of Pair-Wise Classifiers.
Rimantas KybartasNurdan Akhan BaykanNihat YilmazSarunas RaudysPublished in: IEA/AIE (2) (2010)
Keyphrases
- multi class
- pairwise
- multiclass classification
- binary classifiers
- base classifiers
- svm classifier
- feature set
- support vector machine
- error correcting output codes
- linear classifiers
- feature selection
- decision trees
- binary classification
- multiple classes
- multiclass problems
- multi class classifier
- binary classification tasks
- classification models
- multinomial logistic regression
- single class
- support vector
- multi class classification
- ensemble classifier
- binary classification problems
- similarity measure
- feature vectors
- perceptron algorithm
- multiclass svm
- kernel fisher
- feature subset
- classification accuracy
- boosting algorithms
- ensemble learning
- cost sensitive
- classification algorithm
- benchmark datasets
- feature space
- classifier ensemble
- multi class problems
- loss function
- training examples
- training set