Investigation of the Role of Feature Selection and Weighted Voting in Random Forests for 3-D Volumetric Segmentation.
Mohammad YaqubM. Kassim JavaidCyrus CooperJ. Alison NoblePublished in: IEEE Trans. Medical Imaging (2014)
Keyphrases
- random forests
- weighted voting
- feature selection
- majority voting
- random forest
- ensemble methods
- ensemble learning
- decision trees
- logistic regression
- feature set
- machine learning algorithms
- voting method
- level set
- multi class
- image segmentation
- text categorization
- feature subset
- fusion methods
- naive bayes
- classification accuracy
- topology preserving
- base classifiers
- support vector
- multiscale
- feature extraction
- neural network
- ensemble classifier
- data fusion
- benchmark datasets
- prediction accuracy
- text classification
- training set