Tag: hyperparameters
Concepts
- Choosing k and Distance Weighting in k-NN
- Choosing the Number of Clusters
- Hyperparameters vs Parameters
- Designing the Lookback Window
- Shrinkage and the Learning-Rate vs Tree-Count Tradeoff
- Soft-Margin SVMs and the C Parameter
- The RBF Kernel and Bandwidth Selection
- Tree Depth and Interaction Order in Boosting
- Tuning Random Forests: Trees, Depth and mtry