Implementation of MARS metrics and MARS charts for evaluating classifier exclusivity: The comparative uniqueness of binary classifier predictions.
Namrata MaliFelipe RestrepoAlan S. AbrahamsPeter RacthamPublished in: Softw. Impacts (2022)
Keyphrases
- training set
- classification process
- binary classifiers
- classifier systems
- decision trees
- learning phase
- training data
- feature space
- multi class svm
- linear classifiers
- feature selection
- bayesian classifier
- svm classifier
- class labels
- multiple classifiers
- support vector machine
- support vector
- nearest neighbor classifier
- learned models
- individual classifiers
- classifier ensemble
- genetic algorithm
- multivariate adaptive regression splines
- ensemble learning
- classification models
- feature subset
- classification method
- training examples
- training samples
- feature set
- feature extraction