Multiclass classification of central nervous system brain tumor types based on proposed hybrid texture feature extraction methods and ensemble learning.
Kirti Raj BhateleSarita Singh BhadauriaPublished in: Multim. Tools Appl. (2023)
Keyphrases
- ensemble learning
- multiclass classification
- base classifiers
- brain tumors
- multi class
- base learners
- generalization ability
- ensemble methods
- cost sensitive
- magnetic resonance images
- binary classification
- support vector machine
- concept drift
- mr images
- learning tasks
- decision trees
- random forest
- feature extraction
- feature selection
- neural network
- training samples
- training set
- pattern recognition
- binary classifiers
- learning algorithm