Comparative analysis of MABC with KNN, SOM, and ACO algorithms for ECG heartbeat classification.
Selim DilmaçZümray DokurTamer ÖlmezPublished in: Turkish J. Electr. Eng. Comput. Sci. (2018)
Keyphrases
- benchmark problems
- knn
- comparative analysis
- k nearest neighbour
- k nearest neighbor
- classification method
- classification algorithm
- support vector machine svm
- knn algorithm
- text classification
- support vector machine
- nearest neighbor
- knn classification
- feature selection
- knn classifier
- nearest neighbour
- input space
- text categorization
- distance function
- ecg signals
- majority voting
- classification accuracy
- k nearest
- feature vectors
- similarity search
- support vector
- aco algorithms
- neural network
- binary classification tasks
- semi quantitative
- ant colony optimization
- supervised learning
- feature space
- decision trees
- machine learning
- feature set
- np hard
- training data
- feature extraction
- genetic algorithm
- shows significant improvements