Ranking Classification Algorithms and Combinations of Methods.
Pavel BrazdilPublished in: PRIS (2001)
Keyphrases
- benchmark datasets
- machine learning methods
- significant improvement
- methods outperform
- computational cost
- machine learning algorithms
- accurate classification
- classification method
- optimization problems
- computationally expensive
- feature extraction and selection
- benchmark data sets
- terms of classification accuracy
- classification algorithm
- classification accuracy
- computational complexity
- ordinal data
- methods require
- uci machine learning repository
- optimization methods
- classification models
- classification systems
- evaluation metrics
- decision trees
- statistical methods
- machine learning
- data mining techniques
- image classification
- bayesian methods
- ensemble classifier
- synthetic and real datasets
- pattern recognition
- support vector
- decision tree algorithms
- model selection