An in-depth study to fine-tune the hyperparameters of pre-trained transfer learning models with state-of-the-art optimization methods: Osteoarthritis severity classification with optimized architectures.
Aysun ÖcalHasan KoyuncuPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- optimization methods
- fine tune
- learning models
- classification models
- machine learning algorithms
- decision trees
- hyperparameters
- model selection
- machine learning
- support vector machine
- optimization method
- optimization problems
- classification accuracy
- support vector
- cross validation
- feature space
- loss function
- transfer learning
- pairwise
- conditional random fields
- feature extraction
- learning tasks
- feature vectors
- training samples
- simulated annealing