Optimizing Cervical Cancer Classification with SVM and Improved Genetic Algorithm on Pap Smear Images.
S. UmamaheswariY. BirnicaBoobalan JV. S. AkshayaPublished in: Comput. Sci. J. Moldova (2024)
Keyphrases
- cervical cancer
- support vector machine svm
- genetic algorithm
- support vector
- image classification
- classification method
- image database
- image data
- classification algorithm
- indoor outdoor
- input image
- svm classifier
- image analysis
- classification accuracy
- support vector machine
- image features
- object recognition
- feature selection
- image registration
- feature vectors
- machine learning
- image retrieval
- computer aided diagnosis
- generalization ability
- pigmented skin lesions
- thematic mapper
- feature space
- region of interest
- pattern recognition
- three dimensional
- svm classification
- kernel function
- feature extraction
- gene selection
- improves the classification accuracy
- text classification