hex.glrm

Class ModelMetricsGLRM.GlrmModelMetricsBuilder

java.lang.Object

water.Iced<T>

hex.ModelMetrics.MetricBuilder<T>

hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<ModelMetricsGLRM.GlrmModelMetricsBuilder>

hex.glrm.ModelMetricsGLRM.GlrmModelMetricsBuilder

All Implemented Interfaces:

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

Enclosing class:

ModelMetricsGLRM

public static class ModelMetricsGLRM.GlrmModelMetricsBuilder
extends hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<ModelMetricsGLRM.GlrmModelMetricsBuilder>

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
long	_catcnt
boolean	_impute_original
double	_miscls
long	_numcnt
int[]	_permutation

Fields inherited from class hex.ModelMetrics.MetricBuilder

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

Constructor Summary

Constructors

Constructor and Description
GlrmModelMetricsBuilder(int dims, int[] permutation)
GlrmModelMetricsBuilder(int dims, int[] permutation, boolean impute_original)

Method Summary

Modifier and Type	Method and Description
hex.ModelMetrics	makeModelMetrics(hex.Model m, water.fvec.Frame f)
double[]	perRow(double[] preds, float[] dataRow, hex.Model m)
void	reduce(ModelMetricsGLRM.GlrmModelMetricsBuilder mm)

Methods inherited from class hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised

makeModelMetrics

Methods inherited from class hex.ModelMetrics.MetricBuilder

cachePrediction, makePredictionCache, perRow, 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

Field Detail

_miscls

public double _miscls

_numcnt

public long _numcnt

_catcnt

public long _catcnt

_permutation

public int[] _permutation

_impute_original

public boolean _impute_original

Constructor Detail

GlrmModelMetricsBuilder

public GlrmModelMetricsBuilder(int dims,
                               int[] permutation)

GlrmModelMetricsBuilder

public GlrmModelMetricsBuilder(int dims,
                               int[] permutation,
                               boolean impute_original)

Method Detail

perRow

public double[] perRow(double[] preds,
                       float[] dataRow,
                       hex.Model m)

Specified by:

perRow in class hex.ModelMetrics.MetricBuilder<ModelMetricsGLRM.GlrmModelMetricsBuilder>

reduce

public void reduce(ModelMetricsGLRM.GlrmModelMetricsBuilder mm)

Overrides:

reduce in class hex.ModelMetrics.MetricBuilder<ModelMetricsGLRM.GlrmModelMetricsBuilder>

makeModelMetrics

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

Specified by:

makeModelMetrics in class hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<ModelMetricsGLRM.GlrmModelMetricsBuilder>