ai.h2o.sparkling.ml.algos

Enum H2OGridSearchMetric

java.lang.Object

java.lang.Enum<H2OGridSearchMetric>

ai.h2o.sparkling.ml.algos.H2OGridSearchMetric

All Implemented Interfaces:

java.io.Serializable, java.lang.Comparable<H2OGridSearchMetric>

public enum H2OGridSearchMetric
extends java.lang.Enum<H2OGridSearchMetric>

Enum Constant Summary

Enum Constants

Enum Constant and Description
Accuracy
AIC
AUC
AUTO
Error
F0point5
F1
F2
Gini
Logloss
MaxPerClassError
MCC
MeanResidualDeviance
MSE
NullDegreesOfFreedom
NullDeviance
Precision
R2
Recall
ResidualDegreesOfFreedom
ResidualDeviance
RMSE

Method Summary

Modifier and Type	Method and Description
boolean	higherTheBetter()
static H2OGridSearchMetric	valueOf(java.lang.String name) Returns the enum constant of this type with the specified name.
static H2OGridSearchMetric[]	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 H2OGridSearchMetric AUTO

MeanResidualDeviance

public static final H2OGridSearchMetric MeanResidualDeviance

R2

public static final H2OGridSearchMetric R2

ResidualDeviance

public static final H2OGridSearchMetric ResidualDeviance

ResidualDegreesOfFreedom

public static final H2OGridSearchMetric ResidualDegreesOfFreedom

NullDeviance

public static final H2OGridSearchMetric NullDeviance

NullDegreesOfFreedom

public static final H2OGridSearchMetric NullDegreesOfFreedom

AIC

public static final H2OGridSearchMetric AIC

AUC

public static final H2OGridSearchMetric AUC

Gini

public static final H2OGridSearchMetric Gini

F1

public static final H2OGridSearchMetric F1

F2

public static final H2OGridSearchMetric F2

F0point5

public static final H2OGridSearchMetric F0point5

Precision

public static final H2OGridSearchMetric Precision

Recall

public static final H2OGridSearchMetric Recall

MCC

public static final H2OGridSearchMetric MCC

Logloss

public static final H2OGridSearchMetric Logloss

Error

public static final H2OGridSearchMetric Error

MaxPerClassError

public static final H2OGridSearchMetric MaxPerClassError

Accuracy

public static final H2OGridSearchMetric Accuracy

MSE

public static final H2OGridSearchMetric MSE

RMSE

public static final H2OGridSearchMetric RMSE

Method Detail

values

public static H2OGridSearchMetric[] 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 (H2OGridSearchMetric c : H2OGridSearchMetric.values())
    System.out.println(c);

Returns:

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

valueOf

public static H2OGridSearchMetric 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

higherTheBetter

public boolean higherTheBetter()