Impact of Parameter Tuning for Optimizing Deep Neural Network Models for Predicting Software Faults.
Mansi GuptaKumar RajnishVandana BhattacharjeePublished in: Sci. Program. (2021)
Keyphrases
- number of hidden layers
- neural network model
- parameter tuning
- neural network
- artificial neural networks
- ink bleed
- parameter settings
- test cases
- fault diagnosis
- software development
- multi layer perceptron
- root cause
- software systems
- bp neural network
- neural models
- fault detection
- rbf neural network
- growing neural gas
- model selection
- radial basis function network
- source code
- model based diagnosis
- genetic programming
- genetic algorithm
- machine learning