Software Defect Prediction Model Based on GA-BP Algorithm.
Mengtian CuiYameng HuangJing LuoPublished in: CSS (2) (2019)
Keyphrases
- bp algorithm
- software defect prediction
- back propagation
- genetic algorithm ga
- ant colony algorithm
- bp neural network
- artificial neural networks
- ensemble learning
- genetic algorithm
- neural network
- learning rate
- error function
- feature ranking
- multilayer perceptron
- training algorithm
- fault diagnosis
- fitness function
- fuzzy logic
- convergence speed
- sample selection bias
- class imbalance
- imbalanced data
- particle swarm optimization
- multi objective
- data sets
- multi layer perceptron
- evolutionary algorithm
- pso algorithm
- global optimization
- mathematical model
- convergence rate
- expert systems
- feedforward neural networks
- radial basis function
- feature extraction
- ant colony optimization
- least squares