water.bindings.pojos

Class ModelMetricsBinomialV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelMetricsBaseV3

water.bindings.pojos.ModelMetricsBinomialV3

Direct Known Subclasses:

ModelMetricsBinomialGLMV3

public class ModelMetricsBinomialV3
extends ModelMetricsBaseV3

Field Summary

Fields

Modifier and Type	Field and Description
double	auc The AUC for this scoring run.
java.lang.String[]	domain The class labels of the response.
TwoDimTableV3	gainsLiftTable Gains and Lift table.
double	gini The Gini score for this scoring run.
double	logloss The logarithmic loss for this scoring run.
TwoDimTableV3	maxCriteriaAndMetricScores The Metrics for various criteria.
double	meanPerClassError The mean misclassification error per class.
double	r2 The R^2 for this scoring run.
TwoDimTableV3	thresholdsAndMetricScores The Metrics for various thresholds.

Fields inherited from class water.bindings.pojos.ModelMetricsBaseV3

customMetricName, customMetricValue, description, frame, frameChecksum, model, modelCategory, modelChecksum, mse, nobs, predictions, rmse, scoringTime

Constructor Summary

Constructors

Constructor and Description
ModelMetricsBinomialV3() Public constructor

Method Summary

Modifier and Type	Method and Description
java.lang.String	toString() Return the contents of this object as a JSON String.

Methods inherited from class java.lang.Object

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

Field Detail

r2

public double r2

The R^2 for this scoring run.

logloss

public double logloss

The logarithmic loss for this scoring run.

auc

public double auc

The AUC for this scoring run.

gini

public double gini

The Gini score for this scoring run.

meanPerClassError

public double meanPerClassError

The mean misclassification error per class.

domain

public java.lang.String[] domain

The class labels of the response.

thresholdsAndMetricScores

public TwoDimTableV3 thresholdsAndMetricScores

The Metrics for various thresholds.

maxCriteriaAndMetricScores

public TwoDimTableV3 maxCriteriaAndMetricScores

The Metrics for various criteria.

gainsLiftTable

public TwoDimTableV3 gainsLiftTable

Gains and Lift table.

Constructor Detail

ModelMetricsBinomialV3

public ModelMetricsBinomialV3()

Public constructor

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class ModelMetricsBaseV3