Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection.
Yujin HanMingwenchan XuLeying GuanPublished in: AISTATS (2024)
Keyphrases
- random forest
- abnormality detection
- decision trees
- semi supervised
- feature set
- fold cross validation
- feature importance
- random forests
- supervised learning
- ensemble classifier
- decision tree learning algorithms
- semi supervised learning
- classification accuracy
- support vector
- pattern recognition
- unsupervised learning
- ensemble learning
- text classification
- feature space
- support vector machine
- classification models
- image classification
- feature vectors
- ensemble methods
- feature extraction
- feature selection
- machine learning
- data mining
- learning algorithm
- computer vision
- image processing
- support vector machine svm
- unlabeled data
- high dimensional
- multi class