Brain tumor segmentation and classification in MRI using SVM and its variants: a survey.
Sonia VadhnaniNavjot SinghPublished in: Multim. Tools Appl. (2022)
Keyphrases
- brain tumor segmentation
- support vector machine svm
- support vector
- support vector machine
- classification method
- classification algorithm
- pattern recognition
- feature vectors
- svm classifier
- classification accuracy
- feature selection
- generalization ability
- improves the classification accuracy
- machine learning
- svm classification
- multi class classification
- magnetic resonance images
- feature space
- knn
- text classification
- multiclass support vector machines
- image classification
- decision trees
- training set
- multi class
- model selection
- feature extraction
- supervised learning
- fuzzy support vector machine
- partially supervised
- ensemble classifier
- decision forest
- sequential minimal optimization
- cost sensitive
- multi class svm
- standard svm
- support vector machine classifiers
- structured output
- unbalanced data
- training data
- svm training
- decision function
- medical images
- text classifiers
- pattern classification
- decision boundary
- magnetic resonance imaging
- feature set