Evaluating Deep Neural Nets and Optimized Hyperparameters Random Forest for Decision Support Systems.
Samuel A. AjilaNidheesh VijayPublished in: IRI (2021)
Keyphrases
- decision support system
- random forest
- neural nets
- hyperparameters
- model selection
- cross validation
- bayesian inference
- bayesian framework
- closed form
- support vector
- em algorithm
- random sampling
- feed forward
- decision makers
- decision trees
- noise level
- prior information
- neural network
- feature set
- artificial neural networks
- expert systems
- back propagation
- maximum likelihood
- sample size
- decision making
- ensemble methods
- learning tasks
- management system
- missing values
- multi label
- data warehouse
- fold cross validation
- case based reasoning
- prior knowledge
- error rate
- base classifiers
- genetic algorithm
- text categorization
- machine learning