A comparative analysis of classification algorithms in data mining for accuracy, speed and robustness.
Neslihan DoganZuhal TanrikuluPublished in: Inf. Technol. Manag. (2013)
Keyphrases
- support vector
- classification accuracy
- data mining
- generalization ability
- computational efficiency
- support vector machine
- computational complexity
- computational cost
- feature selection
- data reduction
- data analysis
- accuracy rate
- high speed
- computational speed
- data mining algorithms
- computationally efficient
- data mining and machine learning
- machine learning algorithms
- optimization problems
- data mining tasks
- classification algorithm
- benchmark datasets
- neural network
- worst case
- machine learning
- naive bayes
- data mining techniques
- feature set
- high accuracy
- supervised learning
- classification rate
- knowledge discovery
- processing speed
- significant improvement
- training speed