Assessing the accuracy of prediction algorithms for classification: an overview.
Pierre BaldiSøren BrunakYves ChauvinClaus A. F. AndersenHenrik NielsenPublished in: Bioinform. (2000)
Keyphrases
- prediction accuracy
- classification algorithm
- benchmark datasets
- computational cost
- classification accuracy
- prediction algorithm
- preprocessing
- learning algorithm
- computationally efficient
- computational complexity
- computational efficiency
- pattern classification
- nearest neighbour
- optimization problems
- machine learning algorithms
- pattern recognition
- machine learning methods
- predictive accuracy
- classification models
- generalization ability
- terms of classification accuracy
- neural networks and support vector machines
- computational demands
- correct classification
- machine learning
- ensemble classifier
- classification scheme
- decision trees
- data structure
- image classification