Hyper-Parameter Optimization of Classifiers, Using an Artificial Immune Network and Its Application to Software Bug Prediction.
Faiza KhanSummrina KanwalSultan AlamriBushra MumtazPublished in: IEEE Access (2020)
Keyphrases
- artificial immune network
- hyperparameters
- source code
- support vector
- grid search
- evaluation model
- cross validation
- bayesian inference
- optimization problems
- fuzzy theory
- closed form
- model selection
- optimization algorithm
- em algorithm
- fuzzy c means
- prediction model
- parameter settings
- decision trees
- incomplete data
- artificial immune system
- prior information
- random sampling
- bayesian framework
- neural network
- maximum likelihood
- probabilistic model
- feature selection
- machine learning