Classification with imbalance: A similarity-based method for predicting respiratory failure.
Harsh ShrivastavaVijay HuddarSakyajit BhattacharyaVaibhav RajanPublished in: BIBM (2015)
Keyphrases
- classification method
- preprocessing
- support vector machine svm
- classification accuracy
- decision rules
- detection method
- pattern recognition
- accuracy rate
- pairwise
- significant improvement
- support vector machine
- machine learning methods
- classification algorithm
- high accuracy
- feature extraction
- classification rate
- classification scheme
- cost function
- clustering method
- support vector
- classification procedure
- feature selection
- decision trees
- classification process
- ordinal data
- benchmark data sets
- pattern classification
- cross validation
- machine learning algorithms
- text classification
- feature set
- supervised learning
- feature space
- objective function
- similarity measure