Towards cost-sensitive adaptation: When is it worth updating your predictive model?
Indre ZliobaiteMarcin BudkaFrederic T. StahlPublished in: Neurocomputing (2015)
Keyphrases
- cost sensitive
- predictive model
- multi class
- misclassification costs
- cost sensitive learning
- historical data
- decision trees
- cost sensitive classification
- naive bayes
- support vector machine
- base classifiers
- prediction model
- neural network
- artificial neural networks
- class imbalance
- class distribution
- active learning
- probabilistic model
- classification models
- classification rules
- data mining
- genetic programming
- data sets
- image processing
- feature selection
- nearest neighbor