water.bindings.pojos

Class ModelMetricsMultinomialV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelMetricsBaseV3

water.bindings.pojos.ModelMetricsMultinomialV3

Direct Known Subclasses:

ModelMetricsMultinomialGenericV3, ModelMetricsMultinomialGLMGenericV3, ModelMetricsMultinomialGLMV3

public class ModelMetricsMultinomialV3
extends ModelMetricsBaseV3

Field Summary

Fields

Modifier and Type	Field and Description
double	auc The average AUC for this scoring run.
ConfusionMatrixV3	cm The ConfusionMatrix object for this scoring run.
TwoDimTableV3	hitRatioTable The hit ratio table for this scoring run.
double	logloss The logarithmic loss for this scoring run.
double	meanPerClassError The mean misclassification error per class.
TwoDimTableV3	multinomialAucprTable The multinomial PR AUC values.
TwoDimTableV3	multinomialAucTable The multinomial AUC values.
double	prAuc The average precision-recall AUC for this scoring run.
double	r2 The R^2 for this scoring run.

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
ModelMetricsMultinomialV3() 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.

hitRatioTable

@SerializedName(value="hit_ratio_table")
public TwoDimTableV3 hitRatioTable

The hit ratio table for this scoring run.

cm

public ConfusionMatrixV3 cm

The ConfusionMatrix object for this scoring run.

logloss

public double logloss

The logarithmic loss for this scoring run.

meanPerClassError

@SerializedName(value="mean_per_class_error")
public double meanPerClassError

The mean misclassification error per class.

auc

@SerializedName(value="AUC")
public double auc

The average AUC for this scoring run.

prAuc

@SerializedName(value="pr_auc")
public double prAuc

The average precision-recall AUC for this scoring run.

multinomialAucTable

@SerializedName(value="multinomial_auc_table")
public TwoDimTableV3 multinomialAucTable

The multinomial AUC values.

multinomialAucprTable

@SerializedName(value="multinomial_aucpr_table")
public TwoDimTableV3 multinomialAucprTable

The multinomial PR AUC values.

Constructor Detail

ModelMetricsMultinomialV3

public ModelMetricsMultinomialV3()

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