hex.gbm
Class GBM.GBMModel

java.lang.Object
  water.Iced
      water.Model
          hex.gbm.DTree.TreeModel
              hex.gbm.GBM.GBMModel

All Implemented Interfaces:

java.lang.Cloneable, Freezable

Enclosing class:

GBM

public static class GBM.GBMModel
extends DTree.TreeModel

Nested Class Summary

Nested classes/interfaces inherited from class hex.gbm.DTree.TreeModel

DTree.TreeModel.CompressedTree, DTree.TreeModel.TreeStats, DTree.TreeModel.TreeVisitor<T extends java.lang.Exception>

Nested classes/interfaces inherited from class water.Model

Model.SB

Field Summary

static DocGen.FieldDoc[]

DOC_FIELDS

Fields inherited from class hex.gbm.DTree.TreeModel

cm, errs, N, testKey, treeBits, treeStats, varimp

Fields inherited from class water.Model

_dataKey, _domains, _names, _selfKey

Constructor Summary

GBM.GBMModel(GBM.GBMModel prior, DTree[] trees, double err, long[][] cm, DTree.TreeModel.TreeStats tstats)

GBM.GBMModel(Key key, Key dataKey, Key testKey, java.lang.String[] names, java.lang.String[][] domains, int ntrees)

Method Summary

Methods inherited from class hex.gbm.DTree.TreeModel

cm, generateHTML, generateHTMLTreeStats, generateHTMLVarImp, numTrees, score0, score0, toJavaPredictBody, varimp

Methods inherited from class water.Model

adapt, adapt, classNames, delete, getDomainMapping, isClassifier, nclasses, responseName, score, score, score, score, score, score0, testJavaScoring, toJava, toJavaInit, toJavaInit

Methods inherited from class water.Iced

clone, frozenType, init, newInstance, read, toDocField, write, writeJSON, writeJSONFields

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

DOC_FIELDS

public static DocGen.FieldDoc[] DOC_FIELDS

Constructor Detail

GBM.GBMModel

public GBM.GBMModel(Key key,
                    Key dataKey,
                    Key testKey,
                    java.lang.String[] names,
                    java.lang.String[][] domains,
                    int ntrees)

GBM.GBMModel

public GBM.GBMModel(GBM.GBMModel prior,
                    DTree[] trees,
                    double err,
                    long[][] cm,
                    DTree.TreeModel.TreeStats tstats)