Active learning on the classification of voice pathologies.
Carlos Lino RengifoDiego Andrés AlvarezRicardo HenaoGermán CastellanosJorge Eduardo HurtadoPublished in: Odyssey (2004)
Keyphrases
- active learning
- classification accuracy
- pattern recognition
- selective sampling
- batch mode active learning
- classification scheme
- classification systems
- feature extraction
- machine learning
- support vector machine svm
- multi class
- supervised learning
- classification process
- cross validation
- image classification
- feature vectors
- training set
- support vector
- computer assisted
- annotation effort
- classification rules
- classification method
- classification algorithm
- training samples
- support vector machine
- class labels
- text to speech
- hyperspectral image classification
- imbalanced data classification
- automatic classification
- classification models
- cost sensitive
- pattern classification
- model selection
- feature set
- preprocessing
- decision trees
- learning algorithm