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 |