hex.svd

Class SVDModel.ModelMetricsSVD.SVDModelMetrics

java.lang.Object

water.Iced<T>

hex.ModelMetrics.MetricBuilder<T>

hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<SVDModel.ModelMetricsSVD.SVDModelMetrics>

hex.svd.SVDModel.ModelMetricsSVD.SVDModelMetrics

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable<SVDModel.ModelMetricsSVD.SVDModelMetrics>

Enclosing class:

SVDModel.ModelMetricsSVD

public static class SVDModel.ModelMetricsSVD.SVDModelMetrics
extends hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<SVDModel.ModelMetricsSVD.SVDModelMetrics>

See Also:

Serialized Form

Field Summary

Fields inherited from class hex.ModelMetrics.MetricBuilder

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

Constructor Summary

Constructors

Constructor and Description
SVDModelMetrics(int dims)

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)

Methods inherited from class hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised

makeModelMetrics

Methods inherited from class hex.ModelMetrics.MetricBuilder

cachePrediction, makePredictionCache, perRow, postGlobal, postGlobal, reduce, 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

SVDModelMetrics

public SVDModelMetrics(int dims)

Method Detail

perRow

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

Specified by:

perRow in class hex.ModelMetrics.MetricBuilder<SVDModel.ModelMetricsSVD.SVDModelMetrics>

makeModelMetrics

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

Specified by:

makeModelMetrics in class hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<SVDModel.ModelMetricsSVD.SVDModelMetrics>