Possibilistic Methodology for the Evaluation of Classification Algorithms.
Olgierd HryniewiczPublished in: ICSOFT (2) (2011)
Keyphrases
- classification algorithm
- pattern recognition
- benchmark datasets
- machine learning algorithms
- classification accuracy
- classification scheme
- evaluation metrics
- theoretical analysis
- computationally efficient
- machine learning
- classification method
- terms of classification accuracy
- nearest neighbour
- class labels
- orders of magnitude
- logic programming
- image classification
- optimization problems
- data structure
- decision trees
- worst case
- support vector machine
- significant improvement
- feature vectors
- evaluation measures
- evaluation method
- image segmentation
- automatic classification
- evaluation methods
- learning algorithm
- genetic algorithm