hex

Class ModelMetricsAutoEncoder.MetricBuilderAutoEncoder

java.lang.Object

water.Iced<T>

hex.ModelMetrics.MetricBuilder<T>

hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<ModelMetricsAutoEncoder.MetricBuilderAutoEncoder>

hex.ModelMetricsAutoEncoder.MetricBuilderAutoEncoder

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, Freezable<ModelMetricsAutoEncoder.MetricBuilderAutoEncoder>

Enclosing class:

ModelMetricsAutoEncoder

public static class ModelMetricsAutoEncoder.MetricBuilderAutoEncoder
extends ModelMetricsUnsupervised.MetricBuilderUnsupervised<ModelMetricsAutoEncoder.MetricBuilderAutoEncoder>

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
MetricBuilderAutoEncoder(int dims)

Method Summary

Modifier and Type	Method and Description
ModelMetrics	makeModelMetrics(Model m, Frame f)
double[]	perRow(double[] ds, float[] yact, 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

MetricBuilderAutoEncoder

public MetricBuilderAutoEncoder(int dims)

Method Detail

perRow

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

Specified by:

perRow in class ModelMetrics.MetricBuilder<ModelMetricsAutoEncoder.MetricBuilderAutoEncoder>

makeModelMetrics

public ModelMetrics makeModelMetrics(Model m,
                                     Frame f)

Specified by:

makeModelMetrics in class ModelMetricsUnsupervised.MetricBuilderUnsupervised<ModelMetricsAutoEncoder.MetricBuilderAutoEncoder>