Hyperparameters optimization for ResNet and Xception in the purpose of diagnosing COVID-19.
Hania H. FaragLamiaa A. A. SaidMohamed R. M. RizkMagdy Abd ElAzim AhmedPublished in: J. Intell. Fuzzy Syst. (2021)
Keyphrases
- hyperparameters
- model selection
- cross validation
- support vector
- grid search
- parameter optimization
- closed form
- bayesian inference
- bayesian framework
- prior information
- gaussian process
- maximum likelihood
- incremental learning
- em algorithm
- sample size
- data sets
- regularization parameter
- random sampling
- noise level
- gaussian processes
- maximum a posteriori
- incomplete data
- support vector machine
- computer vision
- parameter settings
- missing values
- sliding window
- dimensionality reduction
- feature selection