Cross-validation Metrics for Evaluating Classification Performance on Imbalanced Data.
Ni Wayan Surya WardhaniMasithoh Yessi RochayaniAtiek IrianyAgus Dwi SulistyonoPrayudi LestantyoPublished in: IC3INA (2019)
Keyphrases
- cross validation
- imbalanced data
- model selection
- support vector
- training set
- hyperparameters
- regression problems
- generalization error
- classification models
- class distribution
- base learners
- support vector machine
- binary classifiers
- benchmark datasets
- feature selection
- support vector machine svm
- feature extraction
- cost sensitive
- decision boundary
- meta learning
- random forest
- image classification
- classification accuracy
- decision trees