Analysing the Safe, Average and Border Samples on Two-Class Imbalance Problems in the Back-Propagation Domain.
Roberto AlejoJuan Monroy-de-JesúsJ. Horacio Pacheco-SánchezRosa Maria ValdovinosJuan Alberto Antonio VelázquezJosé Raymundo Marcial-RomeroPublished in: CIARP (2015)
Keyphrases
- back propagation
- class imbalance
- artificial neural networks
- neural network
- learning algorithm
- high dimensionality
- class distribution
- active learning
- bp neural network
- training algorithm
- data sets
- sampling methods
- cost sensitive learning
- fuzzy logic
- training examples
- feed forward neural networks
- nearest neighbor
- high dimensional
- multilayer perceptron
- bp algorithm
- learning process
- training data