Automatic Selection Kernel with Ensemble Concept in Support Vector Machine (SVM) for Classification of soybean plant disease.
Fendy YuliantoErfan Nur Kholis EfendiWayan Firdaus MahmudyPublished in: SIET (2022)
Keyphrases
- support vector machine svm
- automatic selection
- svm classifier
- support vector machine
- svm classification
- classification method
- generalization ability
- classification rate
- support vector
- pattern recognition
- feature extraction
- radial basis function
- classification accuracy
- decision trees
- k nearest neighbor
- rbf kernel
- kernel methods
- knn
- kernel function
- multiple classifiers
- feature selection
- classifier ensemble
- feature space
- neural network
- final classification
- classification algorithm
- ensemble learning
- gene selection
- text classification
- image classification
- control system
- training data
- cross validation
- kernel matrix
- ensemble methods
- benchmark datasets
- early stage
- multiple classifier systems
- machine learning
- training set