hex.gam

Class MetricBuilderGAM

java.lang.Object

water.Iced<T>

hex.ModelMetrics.MetricBuilder<T>

hex.ModelMetricsSupervised.MetricBuilderSupervised<MetricBuilderGAM>

hex.gam.MetricBuilderGAM

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable<MetricBuilderGAM>

public class MetricBuilderGAM
extends hex.ModelMetricsSupervised.MetricBuilderSupervised<MetricBuilderGAM>

See Also:

Serialized Form

Field Summary

Fields inherited from class hex.ModelMetricsSupervised.MetricBuilderSupervised

_domain, _nclasses

Fields inherited from class hex.ModelMetrics.MetricBuilder

_CMetricScoringTask, _count, _customMetric, _sumsqe, _wcount, _work, _wY, _wYY

Constructor Summary

Constructors

Constructor and Description
MetricBuilderGAM(java.lang.String[] domain, double[] ymu, GLMModel.GLMWeightsFun glmf, int rank, boolean computeMetrics, boolean intercept, int nclass, hex.MultinomialAucType aucType)

Method Summary

Modifier and Type	Method and Description
protected void	computeAIC()
hex.ModelMetrics	makeModelMetrics(hex.Model m, water.fvec.Frame f, water.fvec.Frame adaptedFrame, water.fvec.Frame preds)
long	nullDOF()
double[]	perRow(double[] ds, float[] yact, double weight, double offset, hex.Model m)
double[]	perRow(double[] ds, float[] yact, hex.Model m)
void	reduce(MetricBuilderGAM other)
long	resDOF()
double	residualDeviance()

Methods inherited from class hex.ModelMetrics.MetricBuilder

cachePrediction, makePredictionCache, postGlobal, postGlobal, reduce, reduceForCV, setCustomMetric, weightedSigma

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Constructor Detail

MetricBuilderGAM

public MetricBuilderGAM(java.lang.String[] domain,
                        double[] ymu,
                        GLMModel.GLMWeightsFun glmf,
                        int rank,
                        boolean computeMetrics,
                        boolean intercept,
                        int nclass,
                        hex.MultinomialAucType aucType)

Method Detail

perRow

public double[] perRow(double[] ds,
                       float[] yact,
                       double weight,
                       double offset,
                       hex.Model m)

Overrides:

perRow in class hex.ModelMetrics.MetricBuilder<MetricBuilderGAM>

reduce

public void reduce(MetricBuilderGAM other)

Overrides:

reduce in class hex.ModelMetrics.MetricBuilder<MetricBuilderGAM>

residualDeviance

public final double residualDeviance()

nullDOF

public final long nullDOF()

resDOF

public final long resDOF()

computeAIC

protected void computeAIC()

perRow

public double[] perRow(double[] ds,
                       float[] yact,
                       hex.Model m)

Specified by:

perRow in class hex.ModelMetrics.MetricBuilder<MetricBuilderGAM>

makeModelMetrics

public hex.ModelMetrics makeModelMetrics(hex.Model m,
                                         water.fvec.Frame f,
                                         water.fvec.Frame adaptedFrame,
                                         water.fvec.Frame preds)

Specified by:

makeModelMetrics in class hex.ModelMetrics.MetricBuilder<MetricBuilderGAM>