A hybrid feature selection method based on Binary Jaya algorithm for micro-array data classification.
Abhilasha ChaudhuriTirath Prasad SahuPublished in: Comput. Electr. Eng. (2021)
Keyphrases
- classification method
- classification algorithm
- support vector machine svm
- feature selection
- preprocessing
- high accuracy
- cost function
- accuracy rate
- support vector classification
- detection algorithm
- classification accuracy
- computational cost
- dynamic programming
- support vector machine
- segmentation algorithm
- feature set
- detection method
- clustering method
- method for feature selection
- k means
- significant improvement
- benchmark data sets
- segmentation method
- optimization algorithm
- computational complexity
- decision tree algorithm
- irrelevant features
- matching algorithm
- decision tree algorithms
- classification scheme
- classification rate
- training phase
- nearest neighbour
- convergence rate
- recognition algorithm
- conditional mutual information
- optimal solution
- objective function
- machine learning
- unsupervised learning
- input data
- mutual information
- support vector
- similarity measure
- bayesian classifier
- accurate classification
- multi class classification
- tree structure
- selection algorithm
- learning algorithm
- decision trees
- text classification
- model selection
- feature subset
- optimization method
- feature weighting
- discriminative features
- training data
- feature reduction
- redundant features
- roc curve
- high dimensionality
- classification models
- feature extraction
- classification performances
- markov blanket
- multi class
- dimensionality reduction
- weak classifiers
- classification trees
- binary classifiers