hex.tree.isofor

Class ModelMetricsAnomaly

java.lang.Object

water.Iced<T>

water.Keyed<hex.ModelMetrics>

hex.ModelMetrics

hex.ModelMetricsUnsupervised

hex.tree.isofor.ModelMetricsAnomaly

All Implemented Interfaces:

hex.ScoreKeeper.ScoreKeeperAware, java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable<hex.ModelMetrics>

public class ModelMetricsAnomaly
extends hex.ModelMetricsUnsupervised
implements hex.ScoreKeeper.ScoreKeeperAware

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMetricsAnomaly.MetricBuilderAnomaly

Nested classes/interfaces inherited from class hex.ModelMetricsUnsupervised

hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<T extends hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<T>>

Nested classes/interfaces inherited from class hex.ModelMetrics

hex.ModelMetrics.MetricBuilder<T extends hex.ModelMetrics.MetricBuilder<T>>

Field Summary

Fields

Modifier and Type	Field and Description
double	_mean_normalized_score
double	_mean_score

Fields inherited from class hex.ModelMetrics

_custom_metric, _description, _MSE, _nobs, _scoring_time

Fields inherited from class water.Keyed

_key

Constructor Summary

Constructors

Constructor and Description
ModelMetricsAnomaly(hex.Model model, water.fvec.Frame frame, hex.CustomMetric customMetric, long nobs, double totalScore, double totalNormScore)

Method Summary

Modifier and Type	Method and Description
void	fillTo(hex.ScoreKeeper sk)

Methods inherited from class hex.ModelMetrics

auc_obj, buildKey, buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, cm, deepCloneWithDifferentModelAndFrame, frame, getAllowedMetrics, getFromDKV, getMetricFromModel, getMetricFromModelMetric, hr, isForFrame, isForModel, model, mse, residual_degrees_of_freedom, rmse, sortModelsByMetric, sortModelsByMetric, toString, withDescription, withModelAndFrame

Methods inherited from class water.Keyed

checksum, makeSchema, readAll_impl, readAll, remove_impl, remove, remove, remove, remove, writeAll_impl, writeAll

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, wait, wait, wait

Field Detail

_mean_score

public final double _mean_score

_mean_normalized_score

public final double _mean_normalized_score

Constructor Detail

ModelMetricsAnomaly

public ModelMetricsAnomaly(hex.Model model,
                           water.fvec.Frame frame,
                           hex.CustomMetric customMetric,
                           long nobs,
                           double totalScore,
                           double totalNormScore)

Method Detail

fillTo

public void fillTo(hex.ScoreKeeper sk)

Specified by:

fillTo in interface hex.ScoreKeeper.ScoreKeeperAware