hex.glm

Class GLMModel.GLMOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.glm.GLMModel.GLMOutput

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

Enclosing class:

GLMModel

public static class GLMModel.GLMOutput
extends hex.Model.Output

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
int	_best_lambda_idx
boolean	_binomial

Fields inherited from class hex.Model.Output

_cross_validation_metrics, _cross_validation_models, _cross_validation_predictions, _distribution, _domains, _end_time, _hasFold, _hasOffset, _hasWeights, _isSupervised, _model_metrics, _model_summary, _modelClassDist, _names, _priorClassDist, _run_time, _scoring_history, _start_time, _status, _training_metrics, _validation_metrics

Constructor Summary

Constructors

Constructor and Description
GLMModel.GLMOutput()
GLMModel.GLMOutput(DataInfo dinfo, java.lang.String[] column_names, java.lang.String[][] domains, java.lang.String[] coefficient_names, boolean binomial)
GLMModel.GLMOutput(DataInfo dinfo, java.lang.String[] column_names, java.lang.String[][] domains, java.lang.String[] coefficient_names, boolean binomial, double[] beta)
GLMModel.GLMOutput(GLM glm)

Method Summary

Methods

Modifier and Type	Method and Description
GLMModel.Submodel	bestSubmodel()
double[]	beta()
java.lang.String[]	classNames()
java.lang.String[]	coefficientNames()
void	getBeta(int l, double[] beta)
double[]	getNormBeta()
boolean	isStandardized()
int	nclasses()
void	pickBestModel()
int	rank()
void	setSubmodelIdx(int l)

Methods inherited from class hex.Model.Output

addModelMetrics, foldIdx, foldName, getModelCategory, hasFold, hasOffset, hasWeights, isClassifier, isSupervised, nfeatures, offsetIdx, offsetName, printTwoDimTables, responseIdx, responseName, toString, weightsIdx, weightsName

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

Field Detail

_best_lambda_idx

public int _best_lambda_idx

_binomial

public boolean _binomial

Constructor Detail

GLMModel.GLMOutput

public GLMModel.GLMOutput(DataInfo dinfo,
                  java.lang.String[] column_names,
                  java.lang.String[][] domains,
                  java.lang.String[] coefficient_names,
                  boolean binomial)

GLMModel.GLMOutput

public GLMModel.GLMOutput(DataInfo dinfo,
                  java.lang.String[] column_names,
                  java.lang.String[][] domains,
                  java.lang.String[] coefficient_names,
                  boolean binomial,
                  double[] beta)

GLMModel.GLMOutput

public GLMModel.GLMOutput()

GLMModel.GLMOutput

public GLMModel.GLMOutput(GLM glm)

Method Detail

rank

public int rank()

isStandardized

public boolean isStandardized()

coefficientNames

public java.lang.String[] coefficientNames()

nclasses

public int nclasses()

Overrides:

nclasses in class hex.Model.Output

classNames

public java.lang.String[] classNames()

Overrides:

classNames in class hex.Model.Output

pickBestModel

public void pickBestModel()

getNormBeta

public double[] getNormBeta()

getBeta

public void getBeta(int l,
           double[] beta)

setSubmodelIdx

public void setSubmodelIdx(int l)

beta

public double[] beta()

bestSubmodel

public GLMModel.Submodel bestSubmodel()