Tuning the hyperparameters for supervised machine learning classification, to optimize detection of IoT Botnet.
Somaya HaibaTomader MazriPublished in: ISIVC (2022)
Keyphrases
- supervised machine learning
- hyperparameters
- model selection
- supervised learning
- manually annotated
- cross validation
- active learning
- bayesian framework
- parameter settings
- machine learning
- maximum likelihood
- sample size
- maximum a posteriori
- incremental learning
- data sets
- support vector machine svm
- missing data
- em algorithm
- data analysis
- bayesian inference
- training data
- gaussian processes
- decision trees