hex

Enum ScoreKeeper.StoppingMetric

java.lang.Object

java.lang.Enum<ScoreKeeper.StoppingMetric>

hex.ScoreKeeper.StoppingMetric

All Implemented Interfaces:

ScoreKeeper.IStoppingMetric, java.io.Serializable, java.lang.Comparable<ScoreKeeper.StoppingMetric>

Enclosing class:

ScoreKeeper

public static enum ScoreKeeper.StoppingMetric
extends java.lang.Enum<ScoreKeeper.StoppingMetric>
implements ScoreKeeper.IStoppingMetric

Enum Constant Summary

Enum Constants

Enum Constant and Description
anomaly_score
AUC
AUCPR
AUTO
custom
custom_increasing
deviance
lift_top_group
logloss
MAE
mean_per_class_error
misclassification
MSE
RMSE
RMSLE

Method Summary

Modifier and Type	Method and Description
int	direction()
hex.ScoreKeeper.ConvergenceStrategy	getConvergenceStrategy()
boolean	isClassificationOnly()
boolean	isLowerBoundBy0()
double	metricValue(ScoreKeeper skj)
static ScoreKeeper.StoppingMetric	valueOf(java.lang.String name) Returns the enum constant of this type with the specified name.
static ScoreKeeper.StoppingMetric[]	values() Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum

clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

AUTO

public static final ScoreKeeper.StoppingMetric AUTO

deviance

public static final ScoreKeeper.StoppingMetric deviance

logloss

public static final ScoreKeeper.StoppingMetric logloss

MSE

public static final ScoreKeeper.StoppingMetric MSE

RMSE

public static final ScoreKeeper.StoppingMetric RMSE

MAE

public static final ScoreKeeper.StoppingMetric MAE

RMSLE

public static final ScoreKeeper.StoppingMetric RMSLE

AUC

public static final ScoreKeeper.StoppingMetric AUC

AUCPR

public static final ScoreKeeper.StoppingMetric AUCPR

lift_top_group

public static final ScoreKeeper.StoppingMetric lift_top_group

misclassification

public static final ScoreKeeper.StoppingMetric misclassification

mean_per_class_error

public static final ScoreKeeper.StoppingMetric mean_per_class_error

anomaly_score

public static final ScoreKeeper.StoppingMetric anomaly_score

custom

public static final ScoreKeeper.StoppingMetric custom

custom_increasing

public static final ScoreKeeper.StoppingMetric custom_increasing

Method Detail

values

public static ScoreKeeper.StoppingMetric[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (ScoreKeeper.StoppingMetric c : ScoreKeeper.StoppingMetric.values())
    System.out.println(c);

Returns:

an array containing the constants of this enum type, in the order they are declared

valueOf

public static ScoreKeeper.StoppingMetric valueOf(java.lang.String name)

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)

Parameters:

name - the name of the enum constant to be returned.

Returns:

the enum constant with the specified name

Throws:

java.lang.IllegalArgumentException - if this enum type has no constant with the specified name

java.lang.NullPointerException - if the argument is null

direction

public int direction()

Specified by:

direction in interface ScoreKeeper.IStoppingMetric

isLowerBoundBy0

public boolean isLowerBoundBy0()

Specified by:

isLowerBoundBy0 in interface ScoreKeeper.IStoppingMetric

isClassificationOnly

public boolean isClassificationOnly()

getConvergenceStrategy

public hex.ScoreKeeper.ConvergenceStrategy getConvergenceStrategy()

Specified by:

getConvergenceStrategy in interface ScoreKeeper.IStoppingMetric

metricValue

public double metricValue(ScoreKeeper skj)

Specified by:

metricValue in interface ScoreKeeper.IStoppingMetric