Bias Correction in Machine Learning-based Classification of Rare Events.
Luuk GubbelsMarco J. H. PutsPiet J. H. DaasPublished in: CoRR (2024)
Keyphrases
- machine learning
- rare events
- bias correction
- decision trees
- machine learning methods
- support vector machine
- text classification
- machine learning algorithms
- feature selection
- support vector
- learning algorithm
- classification accuracy
- learning tasks
- knowledge discovery
- class imbalance
- support vector machine svm
- model selection
- cost sensitive learning
- fraud detection
- cost sensitive
- high dimensionality
- classification algorithm
- svm classifier
- data sets
- feature set
- supervised learning
- high dimensional
- data mining