An Active Learning Framework for Efficient Condition Severity Classification.
Nir NissimMary Regina BolandRobert MoskovitchNicholas P. TatonettiYuval EloviciYuval ShaharGeorge HripcsakPublished in: AIME (2015)
Keyphrases
- active learning framework
- classification accuracy
- hierarchical text classification
- automatic classification
- active learning
- image classification
- classification systems
- classification scheme
- machine learning
- support vector
- neural network
- feature selection
- classification algorithm
- text classification
- support vector machine
- data structure
- pattern recognition
- object classification
- multimedia
- classification models
- pattern classification
- machine learning methods
- data sets
- decision trees
- high dimensional
- classification method
- cost effective
- sufficient conditions
- classification rules
- feature extraction
- model selection
- document classification
- supervised learning
- feature space
- nearest neighbor
- supervised classification
- multi class
- data mining
- svm classifier