hex.tree.isofor

Class ModelMetricsAnomaly.MetricBuilderAnomaly

java.lang.Object

water.Iced<T>

hex.ModelMetrics.MetricBuilder<T>

hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<ModelMetricsAnomaly.MetricBuilderAnomaly>

hex.tree.isofor.ModelMetricsAnomaly.MetricBuilderAnomaly

All Implemented Interfaces:

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

Enclosing class:

ModelMetricsAnomaly

public static class ModelMetricsAnomaly.MetricBuilderAnomaly
extends hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<ModelMetricsAnomaly.MetricBuilderAnomaly>

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
MetricBuilderAnomaly()
MetricBuilderAnomaly(java.lang.String description, boolean outputAnomalyFlag)

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(ModelMetricsAnomaly.MetricBuilderAnomaly mb)

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

Constructor Detail

MetricBuilderAnomaly

public MetricBuilderAnomaly()

MetricBuilderAnomaly

public MetricBuilderAnomaly(java.lang.String description,
                            boolean outputAnomalyFlag)

Method Detail

perRow

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

Specified by:

perRow in class hex.ModelMetrics.MetricBuilder<ModelMetricsAnomaly.MetricBuilderAnomaly>

reduce

public void reduce(ModelMetricsAnomaly.MetricBuilderAnomaly mb)

Overrides:

reduce in class hex.ModelMetrics.MetricBuilder<ModelMetricsAnomaly.MetricBuilderAnomaly>

makeModelMetrics

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

Specified by:

makeModelMetrics in class hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<ModelMetricsAnomaly.MetricBuilderAnomaly>