Optimizing Machine Learning Algorithms for Landslide Susceptibility Mapping along the Karakoram Highway, Gilgit Baltistan, Pakistan: A Comparative Study of Baseline, Bayesian, and Metaheuristic Hyperparameter Optimization Techniques.
Farkhanda AbbasFeng ZhangMuhammad IsmailGaree KhanJaved IqbalAbdulwahed Fahad AlrefaeiMohammed Fahad AlbeshrPublished in: Sensors (2023)
Keyphrases
- machine learning algorithms
- metaheuristic
- optimization problems
- benchmark data sets
- gaussian processes
- tabu search
- scatter search
- ant colony optimization
- simulated annealing
- learning algorithm
- search space
- decision trees
- machine learning
- path relinking
- vehicle routing problem
- genetic algorithm
- machine learning methods
- optimal solution
- learning problems
- combinatorial optimization
- particle swarm optimization
- iterated local search
- objective function
- nature inspired
- evolutionary algorithm
- harmony search
- variable neighborhood search
- bayesian networks
- statistical machine learning
- standard machine learning algorithms
- machine learning approaches
- guided local search
- bayesian inference
- multi objective
- benchmark instances
- model selection
- machine learning models
- data mining
- greedy randomized adaptive search procedure