hex.svd

Class SVDModel.ModelMetricsSVD.SVDModelMetrics

java.lang.Object

water.Iced

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

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

_count, _sumsqe, _wcount, _work, _wY, _wYY

Constructor Summary

Constructors

Constructor and Description
SVDModel.ModelMetricsSVD.SVDModelMetrics(int dims)

Method Summary

Methods

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

Methods inherited from class hex.ModelMetrics.MetricBuilder

perRow, postGlobal, reduce, weightedSigma

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Constructor Detail

SVDModel.ModelMetricsSVD.SVDModelMetrics

public SVDModel.ModelMetricsSVD.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,
                                water.fvec.Frame adaptedFrame,
                                water.fvec.Frame preds)

Specified by:

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