Vertebral degenerative disc disease severity evaluation using random forest classification.
Hector E. MunozJianhua YaoJoseph E. BurnsYasuyuki PhamJames StiegerRonald M. SummersPublished in: Medical Imaging: Computer-Aided Diagnosis (2014)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- random forests
- cancer classification
- ensemble classifier
- classification accuracy
- decision tree learning algorithms
- feature space
- support vector
- feature selection
- ensemble methods
- feature ranking
- feature vectors
- image classification
- text classification
- classification algorithm
- support vector machine
- data sets
- machine learning algorithms
- feature extraction
- multi label
- classification models
- text categorization
- generalization ability
- genetic algorithm ga
- class labels
- pairwise
- training set
- training data
- machine learning