Comparison of 14 different families of classification algorithms on 115 binary datasets.
Jacques WainerPublished in: CoRR (2016)
Keyphrases
- benchmark datasets
- uci machine learning repository
- classification algorithm
- decision tree algorithms
- accurate classifiers
- computationally efficient
- feature selection
- pattern recognition
- binary classification problems
- classification accuracy
- feature selection algorithms
- computational cost
- machine learning algorithms
- data mining algorithms
- uci datasets
- non binary
- machine learning methods
- learning algorithm
- computational complexity
- decision trees
- data mining techniques
- classification rules
- significant improvement
- high dimensional
- training set
- uci repository
- preprocessing
- real and synthetic datasets
- machine learning
- sparse matrices
- supervised learning tasks