An improved dynamic sampling back-propagation algorithm based on mean square error to face the multi-class imbalance problem.
Roberto AlejoJuan Monroy-de-JesúsJuan Carlos Ambriz-PoloJ. H. Pacheco-SanchezPublished in: Neural Comput. Appl. (2017)
Keyphrases
- back propagation
- bp algorithm
- learning algorithm
- levenberg marquardt
- sampling methods
- class imbalance
- artificial neural networks
- feed forward neural networks
- weight update
- training algorithm
- neural network
- particle swarm optimization
- classification algorithm
- bp neural network
- generalization ability
- fuzzy logic
- knn
- control system
- training set
- expert systems