Ranking Machine Learning Classifiers Using Multicriteria Approach.
Felipe de Moura Rezende dos SantosFilipe Guedes de Oliveira AlmeidaAna Carolina Pereira Rocha MartinsAna Carla Bittencourt ReisMaristela HolandaPublished in: QUATIC (2018)
Keyphrases
- machine learning
- machine learning algorithms
- decision trees
- machine learning methods
- feature ranking
- machine learning approaches
- feature selection
- diversity measures
- accurate classification
- supervised classification
- ranking algorithm
- classification algorithm
- naive bayes
- training data
- multiple criteria
- class membership
- multiple classifier systems
- pattern recognition
- learning algorithm
- ranking functions
- supervised learning
- support vector machine
- learning to rank
- roc analysis
- training samples
- active learning
- web search
- text classification
- multi criteria
- information extraction
- support vector
- linear classifiers
- text mining
- probability estimates
- learning classifier systems
- learning problems
- ensemble classifier
- group decision making
- probability estimation
- binary classifiers
- search engine
- link analysis
- multi attribute
- feature space