| Class | Description |
|---|---|
| DRF |
Gradient Boosted Trees
Based on "Elements of Statistical Learning, Second Edition, page 387"
|
| DRFGrid |
A Grid of Models
Used to explore Model hyper-parameter space.
|
| DRFModel | |
| DRFModel.DRFOutput | |
| DRFModel.DRFParameters | |
| TreeMeasuresCollector |
Score given tree model and preserve errors per tree in form of votes (for classification)
or MSE (for regression).
|
| TreeMeasuresCollector.ShuffleTask | |
| TreeMeasuresCollector.TreeMeasures<T extends TreeMeasuresCollector.TreeMeasures> |
A simple holder for set of different tree measurements.
|
| TreeMeasuresCollector.TreeSSE |
A simple holder serving SSE per tree.
|
| TreeMeasuresCollector.TreeVotes |
A class holding tree votes.
|