Modified Genetic Algorithm for Feature Selection and Hyper Parameter Optimization: Case of XGBoost in Spam Prediction.
Nazeeh GhatashehIsmail Al-TaharwaKhaled AldebeiPublished in: IEEE Access (2022)
Keyphrases
- parameter optimization
- genetic algorithm
- genetic algorithm ga
- feature selection
- random search
- differential evolution
- parameter settings
- parameter estimation
- neural network
- pid controller
- evolutionary algorithm
- model selection
- fitness function
- fuzzy logic
- support vector machine
- artificial neural networks
- hyperparameters
- population size
- simulated annealing
- knn
- neural network model
- control system
- prior knowledge
- similarity measure
- search space