MetricName (Ignite 2.10.0)

java.lang.Object
- java.lang.Enum<MetricName>
- - org.apache.ignite.ml.selection.scoring.metric.MetricName

All Implemented Interfaces:

Serializable, Comparable<MetricName>
```
public enum MetricName
extends Enum<MetricName>
```
Enum for all metrics aggregation.

Enum Constant Summary

Enum Constants
Enum Constant and Description
`ACCURACY` Accuracy.
`BALANCED_ACCURACY` Balanced accuracy.
`F_MEASURE` F measure.
`FALL_OUT` FallOut.
`FALSE_NEGATIVE` FN.
`FALSE_POSITIVE` FP.
`FDR` FDR.
`MAE` Mae.
`MISS_RATE` Miss Rate.
`MSE` Mse.
`NPV` NPV.
`PRECISION` Precision.
`R2` R 2.
`RECALL` Recall.
`RMSE` Rmse.
`RSS` Rss.
`SPECIFICITY` Specificity.
`TRUE_NEGATIVE` TN.
`TRUE_POSITIVE` TP.

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`Metric`	`create()` Creates an instance of metric class by name.
`String`	`getPrettyName()` Returns pretty name.
`static MetricName`	`valueOf(String name)` Returns the enum constant of this type with the specified name.
`static MetricName[]`	`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
  - ACCURACY
```
public static final MetricName ACCURACY
```
    Accuracy.
  - PRECISION
```
public static final MetricName PRECISION
```
    Precision.
  - RECALL
```
public static final MetricName RECALL
```
    Recall.
  - F_MEASURE
```
public static final MetricName F_MEASURE
```
    F measure.
  - TRUE_POSITIVE
```
public static final MetricName TRUE_POSITIVE
```
    TP.
  - TRUE_NEGATIVE
```
public static final MetricName TRUE_NEGATIVE
```
    TN.
  - FALSE_NEGATIVE
```
public static final MetricName FALSE_NEGATIVE
```
    FN.
  - FALSE_POSITIVE
```
public static final MetricName FALSE_POSITIVE
```
    FP.
  - SPECIFICITY
```
public static final MetricName SPECIFICITY
```
    Specificity.
  - NPV
```
public static final MetricName NPV
```
    NPV.
  - FALL_OUT
```
public static final MetricName FALL_OUT
```
    FallOut.
  - FDR
```
public static final MetricName FDR
```
    FDR.
  - MISS_RATE
```
public static final MetricName MISS_RATE
```
    Miss Rate.
  - BALANCED_ACCURACY
```
public static final MetricName BALANCED_ACCURACY
```
    Balanced accuracy.
  - MAE
```
public static final MetricName MAE
```
    Mae.
  - R2
```
public static final MetricName R2
```
    R 2.
  - RMSE
```
public static final MetricName RMSE
```
    Rmse.
  - RSS
```
public static final MetricName RSS
```
    Rss.
  - MSE
```
public static final MetricName MSE
```
    Mse.
- Method Detail
  - values
```
public static MetricName[] 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 (MetricName c : MetricName.values())
    System.out.println(c);
```
    Returns:
    
    an array containing the constants of this enum type, in the order they are declared
  - valueOf
```
public static MetricName valueOf(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:
    
    IllegalArgumentException - if this enum type has no constant with the specified name
    
    NullPointerException - if the argument is null
  - create
```
public Metric create()
```
    Creates an instance of metric class by name.
    
    Returns:
    
    Metric instance.
  - getPrettyName
```
public String getPrettyName()
```
    Returns pretty name.
    
    Returns:
    
    Name of metric.

Enum MetricName

Enum Constant Summary

Method Summary

Methods inherited from class java.lang.Enum

Methods inherited from class java.lang.Object

Enum Constant Detail

ACCURACY

PRECISION

RECALL

F_MEASURE

TRUE_POSITIVE

TRUE_NEGATIVE

FALSE_NEGATIVE

FALSE_POSITIVE

SPECIFICITY

NPV

FALL_OUT

FDR

MISS_RATE

BALANCED_ACCURACY

MAE

R2

RMSE

RSS

MSE

Method Detail

values

valueOf

create

getPrettyName