Amelioration of multitudinous classifiers performance with hyper-parameters tuning in elephant search optimization for cardiac arrhythmias detection.
Gowri Shankar ManivannanC. Ganesh BabuHarikumar RajaguruPublished in: J. Supercomput. (2024)
Keyphrases
- hyperparameters
- support vector
- parameter optimization
- search algorithm
- random search
- search space
- linear classifiers
- grid search
- training data
- parameter settings
- cross validation
- model selection
- closed form
- genetic algorithm
- random sampling
- bayesian framework
- bayesian inference
- maximum a posteriori
- training set
- decision trees
- noise level
- parameter values
- signal to noise ratio
- sample size
- maximum likelihood
- multiscale