OESV-KRF: Optimal ensemble support vector kernel random forest based early detection and classification of skin diseases.
B. KalpanaA. K. ReshmyS. Senthil PandiS. DhanasekaranPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- random forest
- support vector
- early detection
- decision trees
- feature set
- random forests
- fold cross validation
- classification accuracy
- ensemble methods
- kernel function
- skin cancer
- feature ranking
- ensemble classifier
- logistic regression
- cancer classification
- generalization ability
- ensemble learning
- feature selection
- skin lesion
- svm classifier
- decision tree learning algorithms
- support vector machine
- breast cancer
- cross validation
- feature space
- training set
- malignant melanoma
- base classifiers
- feature extraction
- early diagnosis
- feature subset
- data mining
- training data
- image classification
- machine learning methods
- lung cancer
- multi label
- classification models
- supervised learning
- machine learning algorithms
- prediction accuracy