A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms.
Tjen-Sien LimWei-Yin LohYu-Shan ShihPublished in: Mach. Learn. (2000)
Keyphrases
- prediction accuracy
- predictive accuracy
- worst case
- computational cost
- learning algorithm
- sufficient training data
- predictive power
- classification algorithm
- machine learning algorithms
- complexity analysis
- computational complexity
- classification accuracy
- supervised learning
- benchmark datasets
- feature vectors
- image classification
- text classification
- training phase
- ensemble methods
- machine learning methods
- svm classifier
- avoid overfitting
- feature extraction
- training samples
- probabilistic model
- decision trees
- cost sensitive
- class labels
- space complexity
- support vector
- feature selection
- graphical models
- neural network
- kernel svms