Performance analysis of meningioma brain tumor classifications based on gradient boosting classifier.
Selvapandian ArumugamK. ManivannanPublished in: Int. J. Imaging Syst. Technol. (2018)
Keyphrases
- gradient boosting
- brain tumors
- loss function
- mr images
- magnetic resonance images
- support vector
- single feature
- training data
- magnetic resonance
- feature space
- image data
- support vector machine
- training samples
- decision trees
- base learners
- medical image analysis
- feature selection
- classification algorithm
- class labels
- brain images
- svm classifier
- classification method
- prediction accuracy
- medical images
- fold cross validation
- supervised learning
- image analysis
- training set
- imitation learning
- machine learning