Improving Performance of a Group of Classification Algorithms Using Resampling and Feature Selection.
Mehdi NaseriparsaAmir-Massoud BidgoliTouraj VaraeePublished in: CoRR (2014)
Keyphrases
- feature selection
- benchmark datasets
- feature selection algorithms
- support vector
- classification algorithm
- feature space
- support vector machine
- classification accuracy
- learning algorithm
- text classification
- feature set
- high dimensionality
- decision trees
- nearest neighbour
- bayes classifier
- terms of classification accuracy
- model selection
- feature extraction
- mutual information
- computational complexity
- feature vectors
- training set
- classification models
- permutation tests
- markov blanket
- accurate classification
- data reduction
- high dimensional
- neural network
- supervised learning
- machine learning algorithms
- naive bayes
- text categorization
- unsupervised learning