Performance evaluation of optimised SVM for classification of brain tumour.
Arun KumarM. A. AnsariAlaknanda AshokPublished in: Int. J. Medical Eng. Informatics (2022)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- classification algorithm
- classification method
- feature vectors
- improves the classification accuracy
- generalization ability
- feature selection
- pattern recognition
- classification accuracy
- machine learning
- svm classification
- text classification
- unbalanced data
- pattern classification
- training set
- high classification accuracy
- support vector machine classifiers
- feature space
- decision boundary
- training data
- partially supervised
- eeg signals
- multiclass support vector machines
- multi class classification
- cost sensitive
- image classification
- kernel function
- text classifiers
- supervised learning
- multi class
- feature extraction
- decision trees
- hyperplane
- k nearest neighbor
- medical images
- multi class svm
- knn