Time Series Transductive Classification on Imbalanced Data Sets: An Experimental Study.
Celso André R. de SousaVinícius M. A. de SouzaGustavo E. A. P. A. BatistaPublished in: ICPR (2014)
Keyphrases
- imbalanced data sets
- rare events
- support vector
- classification accuracy
- class imbalance
- text classification
- benchmark data sets
- feature selection
- class distribution
- decision trees
- feature vectors
- data generation
- concept learning
- pattern classification
- supervised learning
- machine learning
- benchmark datasets
- class labels
- training set
- classification models
- non stationary
- feature space
- roc curve
- feature extraction
- co training
- minority class
- support vector machine svm
- training samples
- semi supervised