hex.quantile

Class QuantileModel

java.lang.Object

water.Iced<T>

water.Keyed<T>

water.Lockable<M>

hex.Model<QuantileModel,QuantileModel.QuantileParameters,QuantileModel.QuantileOutput>

hex.quantile.QuantileModel

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, Freezable<QuantileModel>

public class QuantileModel
extends Model<QuantileModel,QuantileModel.QuantileParameters,QuantileModel.QuantileOutput>

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	QuantileModel.CombineMethod
static class	QuantileModel.QuantileOutput
static class	QuantileModel.QuantileParameters

Nested classes/interfaces inherited from class hex.Model

Model.BigScore, Model.BigScoreChunkPredict, Model.BigScorePredict, Model.Contributions, Model.DeepFeatures, Model.ExemplarMembers, Model.GetMostImportantFeatures, Model.GLRMArchetypes, Model.GridSortBy, Model.InteractionBuilder, Model.InteractionPair, Model.InteractionSpec, Model.JavaModelStreamWriter, Model.LeafNodeAssignment, Model.Output, Model.Parameters, Model.StagedPredictions

Field Summary

Fields inherited from class hex.Model

_dist, _output, _parms, _toDelete, _warnings, _warningsP, scoringInfo

Fields inherited from class water.Lockable

_lockers

Fields inherited from class water.Keyed

_key

Method Summary

Modifier and Type	Method and Description
ModelMetrics.MetricBuilder	makeMetricBuilder(java.lang.String[] domain)
protected double[]	score0(double[] data, double[] preds) Subclasses implement the scoring logic.

Methods inherited from class hex.Model

adaptTestForTrain, adaptTestForTrain, addMetrics, addModelMetrics, addWarning, addWarningP, auc, checksum_impl, classification_error, compareTo, computeDeviances, containsResponse, data, defaultThreshold, defaultThreshold, deleteCrossValidationModels, deleteCrossValidationPreds, deviance, deviance, exportBinaryModel, exportMojo, fetchAll, fillScoringInfo, getDefaultGridSortBy, getMojo, getPojoInterfaces, getToEigenVec, haveMojo, havePojo, importBinaryModel, isSupervised, last_scored, lift_top_group, likelihood, logloss, loss, mae, makeBigScoreTask, makeInteraction, makeInteractions, makeInteractions, makeSchema, makeScoringDomains, makeScoringNames, makeScoringNames, mean_per_class_error, modelDescriptor, mse, needsPostProcess, postProcessPredictions, predictScoreImpl, r2, readAll_impl, remove_impl, rmsle, score, score, score, score, score, score, score, score0, score0, score0, score0PostProcessSupervised, scoreMetrics, scoring_history, scoringDomains, setupBigScorePredict, testJavaScoring, testJavaScoring, testJavaScoring, testJavaScoring, toJava, toJava, toJava, toJavaCheckTooBig, toJavaInit, toJavaNCLASSES, toJavaPredictBody, toJavaPROB, toJavaSuper, toJavaTransform, toMojo, toString, writeAll_impl

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

Method Detail

makeMetricBuilder

public ModelMetrics.MetricBuilder makeMetricBuilder(java.lang.String[] domain)

Specified by:

makeMetricBuilder in class Model<QuantileModel,QuantileModel.QuantileParameters,QuantileModel.QuantileOutput>

score0

protected double[] score0(double[] data,
                          double[] preds)

Description copied from class: Model

Subclasses implement the scoring logic. The data is pre-loaded into a re-used temp array, in the order the model expects. The predictions are loaded into the re-used temp array, which is also returned.

Specified by:

score0 in class Model<QuantileModel,QuantileModel.QuantileParameters,QuantileModel.QuantileOutput>