Complexity Approximation of Classification Task for Large Dataset Ensemble Artificial Neural Networks.
Mumtazimah MohamadMd. Yazid Mohd. SamanNazirah Abd HamidPublished in: DaEng (2015)
Keyphrases
- artificial neural networks
- benchmark datasets
- neural network
- automatic classification
- ensemble classifier
- training set
- feature selection
- pattern classification
- multiple classifiers
- image classification
- multi layer perceptron
- uci datasets
- final classification
- decision trees
- support vector
- machine learning
- computational intelligence
- regression problems
- support vector machine svm
- pattern recognition
- classification accuracy
- lower bound
- feature space
- classification method
- ensemble classification
- ensemble methods
- ensemble learning
- imbalanced data
- classifier ensemble
- majority voting
- benchmark classification problems
- decision tree classifiers
- multilayer perceptron
- radial basis function
- machine learning methods
- classification algorithm
- cross validation
- supervised learning
- support vector machine
- training data
- learning algorithm