hex.glm

Class GLMModel.GLMOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.SupervisedModel.SupervisedOutput

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.SupervisedModel.SupervisedOutput

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
boolean	_binomial

Fields inherited from class hex.SupervisedModel.SupervisedOutput

_distribution, _modelClassDist, _priorClassDist

Fields inherited from class hex.Model.Output

_domains, _model_metrics, _model_summary, _names, _scoring_history, _state, _training_metrics, _validation_metrics

Constructor Summary

Constructors

Constructor and Description
GLMModel.GLMOutput()
GLMModel.GLMOutput(GLM glm)
GLMModel.GLMOutput(java.lang.String[] column_names, java.lang.String[][] domains, java.lang.String[] coefficient_names, double[] coefficients, float threshold, boolean binomial)

Method Summary

Methods

Modifier and Type	Method and Description
GLMModel.Submodel	bestSubmodel()
double[]	beta()
java.lang.String[]	classNames()
java.lang.String[]	coefficientNames()
boolean	isNormalized()
int	nclasses()
void	pickBestModel(boolean useAuc, GLMModel m, water.fvec.Frame tFrame, water.fvec.Frame vFrame)
int	rank()
int	rank(double lambda)
hex.ModelMetrics	setModelMetrics(hex.ModelMetrics mm)
void	setSubmodelIdx(int l, GLMModel m, water.fvec.Frame tFrame, water.fvec.Frame vFrame)
GLMModel.Submodel	submodelForLambda(double lambda)
int	submodelIdForLambda(double lambda)

Methods inherited from class hex.SupervisedModel.SupervisedOutput

getModelCategory, isClassifier, isSupervised, nfeatures

Methods inherited from class hex.Model.Output

addModelMetrics, responseName, toString

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

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

Field Detail

_binomial

public boolean _binomial

Constructor Detail

GLMModel.GLMOutput

public GLMModel.GLMOutput(java.lang.String[] column_names,
                  java.lang.String[][] domains,
                  java.lang.String[] coefficient_names,
                  double[] coefficients,
                  float threshold,
                  boolean binomial)

GLMModel.GLMOutput

public GLMModel.GLMOutput()

GLMModel.GLMOutput

public GLMModel.GLMOutput(GLM glm)

Method Detail

rank

public int rank()

isNormalized

public boolean isNormalized()

coefficientNames

public java.lang.String[] coefficientNames()

nclasses

public int nclasses()

Overrides:

nclasses in class hex.SupervisedModel.SupervisedOutput

classNames

public java.lang.String[] classNames()

Overrides:

classNames in class hex.Model.Output

submodelIdForLambda

public int submodelIdForLambda(double lambda)

submodelForLambda

public GLMModel.Submodel submodelForLambda(double lambda)

rank

public int rank(double lambda)

pickBestModel

public void pickBestModel(boolean useAuc,
                 GLMModel m,
                 water.fvec.Frame tFrame,
                 water.fvec.Frame vFrame)

setModelMetrics

public hex.ModelMetrics setModelMetrics(hex.ModelMetrics mm)

setSubmodelIdx

public void setSubmodelIdx(int l,
                  GLMModel m,
                  water.fvec.Frame tFrame,
                  water.fvec.Frame vFrame)

beta

public double[] beta()

bestSubmodel

public GLMModel.Submodel bestSubmodel()