Data Mining to Classify Fog Events by Applying Cost-Sensitive Classifier.
Gaetano ZazzaroFrancesca Maria PisanoPaola MercoglianoPublished in: CISIS (2010)
Keyphrases
- cost sensitive
- cost sensitive classification
- cost sensitive learning
- data mining
- fraud detection
- misclassification costs
- probability estimates
- multi class
- class probabilities
- class dependent
- support vector machine
- binary classification
- naive bayes
- class distribution
- active learning
- class imbalance
- error rate
- decision trees
- binary classifiers
- training data
- data mining techniques
- confidence weighted
- cost sensitive boosting
- training samples
- association rules
- feature set
- machine learning
- learning algorithm
- feature selection
- knowledge discovery
- boosting algorithms
- feature space
- linear classifiers
- training set
- missing values
- neural network
- rough sets