Optimization of support vector machine parameters in modeling of Iju deposit mineralization and alteration zones using particle swarm optimization algorithm and grid search method.
Maliheh AbbaszadehSaeed Soltani-MohammadiAli Najah AhmedPublished in: Comput. Geosci. (2022)
Keyphrases
- particle swarm optimization algorithm
- support vector machine
- grid search
- optimization algorithm
- particle swarm
- cross validation
- parameter settings
- support vector
- particle swarm optimization
- support vector machine svm
- parameter optimization
- prior knowledge
- parameter space
- optimization method
- parameter estimation
- model selection
- training data
- pso algorithm
- maximum likelihood
- convergence speed
- probabilistic model
- global search
- regression model
- inertia weight