Probabilistic nodes for modelling classification uncertainty for random forest.
Florian BaumannKarsten VogtArne EhlersBodo RosenhahnPublished in: MVA (2015)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- cancer classification
- random forests
- classification accuracy
- feature extraction
- classification models
- decision tree learning algorithms
- feature vectors
- feature space
- image classification
- feature selection
- ensemble methods
- machine learning methods
- training set
- classification algorithm
- feature ranking
- benchmark datasets
- data mining
- multi label
- support vector machine svm
- training samples
- feature importance
- rotation forest
- ensemble classifier
- machine learning algorithms
- ensemble learning
- base classifiers
- text classification
- support vector machine
- training data
- image segmentation
- learning algorithm