hex.tree.drf

Class DRFModel

java.lang.Object

water.Iced<T>

water.Keyed<T>

water.Lockable<M>

hex.Model<M,P,O>

hex.tree.SharedTreeModel<DRFModel,DRFModel.DRFParameters,DRFModel.DRFOutput>

hex.tree.drf.DRFModel

All Implemented Interfaces:

hex.Model.GetMostImportantFeatures, hex.Model.LeafNodeAssignment, java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable<DRFModel>

public class DRFModel
extends SharedTreeModel<DRFModel,DRFModel.DRFParameters,DRFModel.DRFOutput>

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	DRFModel.DRFOutput
static class	DRFModel.DRFParameters

Nested classes/interfaces inherited from class hex.tree.SharedTreeModel

SharedTreeModel.SharedTreeOutput, SharedTreeModel.SharedTreeParameters

Nested classes/interfaces inherited from class hex.Model

hex.Model.BigScore, hex.Model.DeepFeatures, hex.Model.ExemplarMembers, hex.Model.GetMostImportantFeatures, hex.Model.GLRMArchetypes, hex.Model.GridSortBy, hex.Model.InteractionPair, hex.Model.JavaModelStreamWriter, hex.Model.LeafNodeAssignment, hex.Model.Output, hex.Model.Parameters

Field Summary

Fields inherited from class hex.Model

_dist, _output, _parms, _toDelete, _warnings, scoringInfo

Fields inherited from class water.Lockable

_lockers

Fields inherited from class water.Keyed

_key

Constructor Summary

Constructors

Constructor and Description
DRFModel(water.Key<DRFModel> selfKey, DRFModel.DRFParameters parms, DRFModel.DRFOutput output)

Method Summary

Methods

Modifier and Type	Method and Description
protected boolean	binomialOpt()
DrfMojoWriter	getMojo()
protected double[]	score0(double[] data, double[] preds, double offset, int ntrees) Bulk scoring API for one row.
protected void	toJavaUnifyPreds(water.util.SBPrintStream body)

Methods inherited from class hex.tree.SharedTreeModel

deepClone, getMostImportantFeatures, getToEigenVec, makeMetricBuilder, postProcessPredictions, readAll_impl, remove_impl, score0, score0, scoreLeafNodeAssignment, toJavaCheckTooBig, toJavaForestName, toJavaInit, toJavaPredictBody, toJavaTreeName, writeAll_impl

Methods inherited from class hex.Model

adaptTestForTrain, adaptTestForTrain, addMetrics, addModelMetrics, addWarning, auc, checksum_impl, classification_error, cleanup_adapt, closeBigScorePredict, compareTo, computeDeviances, data, defaultThreshold, deleteCrossValidationModels, deviance, deviance, fillScoringInfo, getDefaultGridSortBy, isSupervised, last_scored, lift_top_group, logloss, loss, mae, makeBigScoreTask, makeInteraction, makeInteractions, makeInteractions, makeSchema, makeScoringNames, mean_per_class_error, mse, predictScoreImpl, rmsle, score, score, score, score, score, score0, score0, scoreMetrics, scoring_history, scoringDomains, setupBigScorePredict, testJavaScoring, testJavaScoring, testJavaScoring, toJava, toJava, toJava, toJavaNCLASSES, toJavaPROB, toJavaSuper, toString

Methods inherited from class water.Lockable

delete_and_lock, delete_and_lock, delete_and_lock, delete, delete, delete, read_lock, read_lock, read_lock, unlock_all, unlock, unlock, unlock, unlock, update, update, update, write_lock, write_lock, write_lock

Methods inherited from class water.Keyed

checksum, readAll, remove, remove, remove, remove, writeAll

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonString, write, writeExternal, writeJSON

Methods inherited from class java.lang.Object

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

Constructor Detail

DRFModel

public DRFModel(water.Key<DRFModel> selfKey,
        DRFModel.DRFParameters parms,
        DRFModel.DRFOutput output)

Method Detail

binomialOpt

protected boolean binomialOpt()

Overrides:

binomialOpt in class SharedTreeModel<DRFModel,DRFModel.DRFParameters,DRFModel.DRFOutput>

score0

protected double[] score0(double[] data,
              double[] preds,
              double offset,
              int ntrees)

Bulk scoring API for one row. Chunks are all compatible with the model, and expect the last Chunks are for the final distribution and prediction. Default method is to just load the data into the tmp array, then call subclass scoring logic.

Overrides:

score0 in class SharedTreeModel<DRFModel,DRFModel.DRFParameters,DRFModel.DRFOutput>

toJavaUnifyPreds

protected void toJavaUnifyPreds(water.util.SBPrintStream body)

Specified by:

toJavaUnifyPreds in class SharedTreeModel<DRFModel,DRFModel.DRFParameters,DRFModel.DRFOutput>

getMojo

public DrfMojoWriter getMojo()

Overrides:

getMojo in class hex.Model<DRFModel,DRFModel.DRFParameters,DRFModel.DRFOutput>