A Methodology for Scaling up Classification Algorithms.
Basilis BoutsinasGeorge PrassasGerasimos AntzoulatosPublished in: Int. J. Artif. Intell. Tools (2004)
Keyphrases
- machine learning algorithms
- data structure
- classification algorithm
- benchmark datasets
- pattern recognition
- classification accuracy
- classification systems
- orders of magnitude
- text classification
- machine learning methods
- classification models
- support vector machine
- search algorithm
- support vector
- learning algorithm
- machine learning
- terms of classification accuracy
- theoretical analysis
- classification scheme
- instance selection
- uci machine learning repository
- computationally efficient
- optimization problems
- supervised learning
- support vector machine svm
- training samples
- data sets
- class labels
- data mining algorithms
- image classification
- statistical methods
- computational cost
- nearest neighbour
- classification trees
- decision trees
- data mining
- neural network