hex

Class ModelMetricsUnsupervised.MetricBuilderUnsupervised<T extends ModelMetricsUnsupervised.MetricBuilderUnsupervised<T>>

java.lang.Object

water.Iced<T>

hex.ModelMetrics.MetricBuilder<T>

hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<T>

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, Freezable<T>

Direct Known Subclasses:

ModelMetricsAutoEncoder.MetricBuilderAutoEncoder, ModelMetricsClustering.MetricBuilderClustering

Enclosing class:

ModelMetricsUnsupervised

public abstract static class ModelMetricsUnsupervised.MetricBuilderUnsupervised<T extends ModelMetricsUnsupervised.MetricBuilderUnsupervised<T>>
extends ModelMetrics.MetricBuilder<T>

See Also:

Serialized Form

Field Summary

Fields inherited from class hex.ModelMetrics.MetricBuilder

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

Constructor Summary

Constructors

Constructor and Description
MetricBuilderUnsupervised()

Method Summary

Modifier and Type	Method and Description
abstract ModelMetrics	makeModelMetrics(Model m, Frame f)
ModelMetrics	makeModelMetrics(Model m, Frame f, Frame adaptedFrame, Frame preds) Having computed a MetricBuilder, this method fills in a ModelMetrics

Methods inherited from class hex.ModelMetrics.MetricBuilder

cachePrediction, makePredictionCache, perRow, 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

MetricBuilderUnsupervised

public MetricBuilderUnsupervised()

Method Detail

makeModelMetrics

public final ModelMetrics makeModelMetrics(Model m,
                                           Frame f,
                                           Frame adaptedFrame,
                                           Frame preds)

Description copied from class: ModelMetrics.MetricBuilder

Having computed a MetricBuilder, this method fills in a ModelMetrics

Specified by:

makeModelMetrics in class ModelMetrics.MetricBuilder<T extends ModelMetricsUnsupervised.MetricBuilderUnsupervised<T>>

Parameters:

m - Model

f - Scored Frame

adaptedFrame - Adapted Frame

preds - Predictions of m on f (optional) @return Filled Model Metrics object

makeModelMetrics

public abstract ModelMetrics makeModelMetrics(Model m,
                                              Frame f)