| Class | Description |
|---|---|
| CodeTreePrinter | |
| ConfusionTask |
Confusion Matrix.
|
| ConfusionTask.CMFinal | |
| ConfusionTask.CMJob | |
| Data | |
| DRF |
Distributed RandomForest
|
| DRF.DRFJob |
DRF job showing progress with reflect to a number of generated trees.
|
| DRF.DRFParams |
RF execution parameters.
|
| DRF.DRFTask |
Remote task implementation execution RF logic
|
| GiniStatistic |
Computes the gini split statistics.
|
| GraphvizTreePrinter | |
| MinorityClasses |
Contains methods for extracting minority classes out of value array and redistributing them to all nodes.
|
| MinorityClasses.ClassExtractTask | |
| MinorityClasses.CountMClassRowsTask | |
| MinorityClasses.HistogramTask | |
| MinorityClasses.ReplicationTask | |
| MinorityClasses.UnbalancedClass | |
| RandomForest |
A RandomForest can be used for growing or validation.
|
| RandomForest.OptArgs | |
| RFModel |
A model is an ensemble of trees that can be serialized and that can be used
to classify data.
|
| Sampling | |
| StratifiedDABuilder | |
| Tree | |
| Tree.INode | |
| Tree.TreeVisitor<T extends java.lang.Exception> |
Abstract visitor class for serialized trees.
|
| TreePrinter |
| Enum | Description |
|---|---|
| Sampling.Strategy |
Available sampling strategies.
|
| Tree.StatType |