Estimation of optimum thresholds for binary classification using genetic algorithm: An application to solve a credit scoring problem.
Hamid Reza KazemiKaveh Khalili DamghaniSoheil Sadi-NezhadPublished in: Expert Syst. J. Knowl. Eng. (2023)
Keyphrases
- binary classification
- credit scoring
- genetic algorithm
- support vector
- logistic regression
- multi class
- learning problems
- support vector machine
- cost sensitive
- generalization error
- support vector machine svm
- prediction accuracy
- multi label
- data mining technology
- information entropy
- credit card
- genetic algorithm ga
- supervised learning
- decision trees
- ensemble methods
- learning algorithm
- neural network
- nearest neighbor
- machine learning
- class imbalance
- image processing
- cross validation
- similarity measure
- data sets
- knowledge discovery