An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version).
Márcio P. BasgaluppRodrigo C. BarrosAlex Guimarães Cardoso de SáGisele L. PappaRafael Gomes MantovaniAndré C. P. L. F. de CarvalhoAlex Alves FreitasPublished in: CoRR (2020)
Keyphrases
- classification algorithm
- benchmark datasets
- machine learning algorithms
- optimization problems
- learning algorithm
- automated classification
- semi automated
- machine learning methods
- worst case
- computational cost
- theoretical analysis
- feature space
- orders of magnitude
- times faster
- pattern recognition
- support vector machine
- image classification
- computationally efficient
- preprocessing
- classification method
- computational complexity
- accurate classifiers
- machine learning