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.DeepFeatures, Model.JavaModelStreamWriter, Model.Output, Model.Parameters

Nested classes/interfaces inherited from class water.Keyed

Keyed.BinarySerializer<X extends Keyed>

Field Summary

Fields inherited from class hex.Model

_output, _parms, _warnings

Fields inherited from class water.Lockable

_lockers

Fields inherited from class water.Keyed

_key, EMPTY_KEY_LIST

Method Summary

Methods

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, addWarning, checksum_impl, cleanup_adapt, defaultThreshold, delete, deleteCrossValidationModels, deviance, getPublishedKeys, isSupervised, predictScoreImpl, remove_impl, score, score, score, score0, score0, score0, scoreMetrics, testJavaScoring, toJava, toJava, toJava, toJavaCheckTooBig, toJavaInit, toJavaNCLASSES, toJavaPredictBody, toJavaPROB, toJavaSuper, toString

Methods inherited from class water.Lockable

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

Methods inherited from class water.Keyed

checksum, getBinarySerializer, remove, remove, remove, remove

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeJSON_impl, 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>