Automatic correction of SVM for drifted data classification.
Alexandra DegeestBenoît FrénayMichel VerleysenPublished in: EGC (2014)
Keyphrases
- data sets
- support vector machine svm
- training data
- support vector
- support vector machine
- data collection
- pattern recognition
- data analysis
- feature space
- database
- classification method
- machine learning
- missing data
- input data
- data mining techniques
- svm classifier
- data points
- feature vectors
- classification algorithm
- training dataset
- missing values
- generalization ability
- data structure
- training samples
- model selection
- decision trees
- supervised learning
- multi class
- classification accuracy
- data sources
- training set
- feature extraction