An up-to-date comparison of state-of-the-art classification algorithms.
Chongsheng ZhangChangchang LiuXiangliang ZhangGeorge AlmpanidisPublished in: Expert Syst. Appl. (2017)
Keyphrases
- classification algorithm
- orders of magnitude
- times faster
- decision trees
- machine learning algorithms
- pattern recognition
- benchmark datasets
- computationally efficient
- significant improvement
- classification accuracy
- neural network
- class labels
- classification rules
- image classification
- worst case
- feature vectors
- computational complexity
- classification systems
- data structure
- nearest neighbour
- learning algorithm
- pattern classification
- data reduction
- classification method
- uci machine learning repository
- support vector machine svm
- theoretical analysis
- supervised learning
- computational cost
- high dimensional
- support vector
- face recognition
- machine learning