Ensemble Merit Merge Feature Selection for Enhanced Multinomial Classification in Alzheimer's Dementia.
T. R. SivapriyaA. R. Nadira Banu KamalP. Ranjit Jeba ThangaiahPublished in: Comput. Math. Methods Medicine (2015)
Keyphrases
- feature selection
- text classification
- classification accuracy
- text categorization
- wrapper feature selection
- support vector
- feature selection algorithms
- machine learning
- ensemble classifier
- feature space
- ensemble classification
- decision trees
- classification models
- naive bayes
- feature set
- multiple classifiers
- support vector machine
- multi class
- accurate classification
- feature extraction
- ensemble learning
- neural network
- feature ranking
- regression problems
- high dimensionality
- training data
- model selection
- discriminative features
- feature subset
- ensemble feature selection
- feature vectors
- feature reduction
- irrelevant features
- classification algorithm
- learning algorithm
- classifier ensemble
- labeled data
- maximum likelihood
- classifier combination
- classification method
- multiple classifier systems
- multi task
- machine learning methods
- method for feature selection
- cost sensitive
- training set