water.bindings.pojos

Class ModelMetricsRegressionV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelMetricsBaseV3

water.bindings.pojos.ModelMetricsRegressionV3

Direct Known Subclasses:

ModelMetricsRegressionGLMV3

public class ModelMetricsRegressionV3
extends ModelMetricsBaseV3

Field Summary

Fields

Modifier and Type	Field and Description
double	mae The mean absolute error for this scoring run.
double	meanResidualDeviance The mean residual deviance for this scoring run.
double	r2 The R^2 for this scoring run.
double	rmsle The root mean squared log error 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
ModelMetricsRegressionV3() 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.

meanResidualDeviance

public double meanResidualDeviance

The mean residual deviance for this scoring run.

mae

public double mae

The mean absolute error for this scoring run.

rmsle

public double rmsle

The root mean squared log error for this scoring run.

Constructor Detail

ModelMetricsRegressionV3

public ModelMetricsRegressionV3()

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