An optimal feature selection method for histopathology tissue image classification using adaptive jaya algorithm.
Varun TiwariS. C. JainPublished in: Evol. Intell. (2021)
Keyphrases
- dynamic programming
- high accuracy
- detection algorithm
- detection method
- preprocessing
- significant improvement
- improved algorithm
- computational cost
- clustering method
- optimization algorithm
- cost function
- objective function
- image classification
- exhaustive search
- optimal path
- computationally efficient
- input data
- k means
- similarity measure
- support vector machine svm
- matching algorithm
- selection algorithm
- computational complexity
- optimization method
- recognition algorithm
- operating point
- learning algorithm
- weighting coefficients
- optimal solution
- energy function
- feature selection
- adaptive threshold
- worst case
- segmentation algorithm
- optimal parameters
- feature relevance
- segmentation method
- tree structure
- feature weighting
- classification method
- mutual information
- closed form
- classification accuracy
- probabilistic model
- feature subset
- convergence rate
- recursive least squares
- feature extraction
- conditional mutual information
- test images
- support vector machine
- feature selection algorithms
- image representation
- irrelevant features
- support vector classification