| Interface | Description |
|---|---|
| CalibrationHelper.ModelBuilderWithCalibration<M extends hex.Model<M,P,O>,P extends hex.Model.Parameters,O extends hex.Model.Output> | |
| CalibrationHelper.OutputWithCalibration | |
| CalibrationHelper.ParamsWithCalibration |
| Class | Description |
|---|---|
| BranchInteractionConstraints |
Local branch interaction constraints class to save information about allowed interaction between columns indices
|
| CalibrationHelper | |
| CompressedForest |
Collection of Compressed Trees
contains:
- keys to trees
- metadata shared among all the trees (eg.
|
| CompressedForest.LocalCompressedForest |
Node-local representation of a collection of trees.
|
| CompressedTree | |
| Constraints | |
| DHistogram |
A Histogram, computed in parallel over a Vec.
|
| DTree |
A Decision Tree, laid over a Frame of Vecs, and built distributed.
|
| DTree.DecidedNode | |
| DTree.LeafNode | |
| DTree.Node | |
| DTree.Split | |
| DTree.UndecidedNode | |
| DTreeScorer<T extends DTreeScorer<T>> | |
| ExactSplitPoints |
Finds exact split points for low-cardinality columns.
|
| FriedmanPopescusH |
Calculates Friedman and Popescu's H statistics, in order to test for the presence of an interaction between specified variables in h2o gbm and xgb models.
|
| GlobalInteractionConstraints |
Class to process global interaction constraints information and use this information for
make a split decision in a tree.
|
| GuidedSplitPoints |
Implements a method for finding new histogram bins split-points based on a result of previous binning.
|
| MojoUtils | |
| ReconstructTreeState |
Computing oob scores over all trees and rows
and reconstructing
ntree_id, oobt fields in given frame. |
| Sample | |
| Score |
Score the tree columns, and produce a confusion matrix and AUC
|
| Score.ScoreExtension | |
| Score.ScoreIncInfo | |
| ScoreBuildHistogram |
Score and Build Histogram
|
| ScoreBuildHistogram2 |
Created by tomas on 10/28/16.
|
| SharedTree<M extends SharedTreeModel<M,P,O>,P extends SharedTreeModel.SharedTreeParameters,O extends SharedTreeModel.SharedTreeOutput> | |
| SharedTree.FrameMap | |
| SharedTree.ScoreBuildOneTree | |
| SharedTree.SharedTreeDebugParams | |
| SharedTreeModel<M extends SharedTreeModel<M,P,O>,P extends SharedTreeModel.SharedTreeParameters,O extends SharedTreeModel.SharedTreeOutput> | |
| SharedTreeModel.BufStringDecisionPathTracker | |
| SharedTreeModel.SharedTreeOutput | |
| SharedTreeModel.SharedTreeParameters | |
| SharedTreeModelWithContributions<M extends SharedTreeModel<M,P,O>,P extends SharedTreeModel.SharedTreeParameters,O extends SharedTreeModel.SharedTreeOutput> | |
| SharedTreeMojoWriter<M extends SharedTreeModel<M,P,O>,P extends SharedTreeModel.SharedTreeParameters,O extends SharedTreeModel.SharedTreeOutput> |
Shared Mojo definition file for DRF and GBM models.
|
| SharedTreePojoWriter | |
| TreeHandler |
Handling requests for various model trees
|
| TreeHandler.TreeProperties | |
| TreeStats | |
| TreeUtils | |
| TreeVisitor<T extends java.lang.Exception> |
Abstract visitor class for serialized trees.
|
| Enum | Description |
|---|---|
| CalibrationHelper.CalibrationMethod | |
| DHistogram.NASplitDir |
Split direction for missing values.
|
| SharedTreeModel.SharedTreeParameters.HistogramType | |
| TreeHandler.PlainLanguageRules |