Modifying the learning rate of FLNG dealing with imbalanced datasets.
Iván Machón GonzálezHilario López GarcíaJosé Luís Calvo-RollePublished in: IJCNN (2010)
Keyphrases
- learning rate
- imbalanced datasets
- cost sensitive learning
- class distribution
- sampling methods
- class imbalance
- convergence rate
- decision trees
- imbalanced data
- learning algorithm
- ensemble methods
- convergence speed
- feature selection algorithms
- data sets
- training dataset
- training data
- cost sensitive
- missing values
- multi class
- optimal solution
- objective function