Comparing the computational complexity and accuracy of classification algorithms.
S. BeatriceR. ThirumahalS. P. RajaPublished in: ICWET (2010)
Keyphrases
- computational complexity
- computational efficiency
- computational cost
- classification accuracy
- benchmark datasets
- classification algorithm
- machine learning algorithms
- high computational complexity
- accuracy rate
- worst case
- high accuracy
- predictive accuracy
- machine learning methods
- feature selection
- data structure
- learning algorithm
- pattern classification
- classification rules
- decision trees
- feature extraction
- generalization ability
- exhaustive search
- computationally efficient
- text classification
- feature vectors
- roc curve
- classification rate
- neural network
- classification scheme
- data reduction
- lower complexity
- class labels
- error rate
- support vector machine svm
- theoretical analysis
- image classification
- support vector machine
- active learning
- pattern recognition
- optimal solution