AUCData (h2o-core 0.1.23 API)

java.lang.Object
- water.Iced
- - hex.AUCData

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, Freezable
```
public class AUCData
extends Iced
```
See Also:
Serialized Form

Field Summary

Fields
Modifier and Type	Field and Description
`float[]`	`accuracy`
`double`	`AUC`
`long[][][]`	`confusion_matrices`
`float[]`	`errorr`
`float[]`	`F0point5`
`float[]`	`F1`
`float[]`	`F2`
`double`	`Gini`
`float[]`	`max_per_class_error`
`float[]`	`mcc`
`float[]`	`precision`
`float[]`	`recall`
`float[]`	`specificity`
`AUC.ThresholdCriterion`	`threshold_criterion`
`float[]`	`thresholds`

Constructor Summary

Constructors
Constructor and Description

AUCData()

Constructors
Constructor and Description
`AUCData()`

Method Summary

Methods
Modifier and Type	Method and Description
`double`	`accuracy()`
`double`	`accuracy(AUC.ThresholdCriterion criter)`
`double`	`AUC()`
`double`	`bestErr()`
`double`	`bestF1()`
`long[][]`	`cm()`
`ConfusionMatrix`	`CM()`
`long[][]`	`cm(AUC.ThresholdCriterion criter)`
`AUCData`	`compute(ConfusionMatrix[] cms, float[] thresh, java.lang.String[] domain, AUC.ThresholdCriterion criter)`
`double`	`err()`
`double`	`err(AUC.ThresholdCriterion criter)`
`double`	`F0point5()`
`double`	`F0point5(AUC.ThresholdCriterion criter)`
`double`	`F1()`
`double`	`F1(AUC.ThresholdCriterion criter)`
`double`	`F2()`
`double`	`F2(AUC.ThresholdCriterion criter)`
`double`	`Gini()`
`double`	`max_per_class_error()`
`double`	`max_per_class_error(AUC.ThresholdCriterion criter)`
`double`	`mcc()`
`double`	`mcc(AUC.ThresholdCriterion criter)`
`double`	`precision()`
`double`	`precision(AUC.ThresholdCriterion criter)`
`double`	`recall()`
`double`	`recall(AUC.ThresholdCriterion criter)`
`double`	`specificity()`
`double`	`specificity(AUC.ThresholdCriterion criter)`
`float`	`threshold()`
`float`	`threshold(AUC.ThresholdCriterion criter)`

Methods inherited from class water.Iced
clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object
equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

thresholds
```
public float[] thresholds
```

threshold_criterion

public AUC.ThresholdCriterion threshold_criterion

AUC
```
public double AUC
```

Gini
```
public double Gini
```

confusion_matrices
```
public long[][][] confusion_matrices
```

F1
```
public float[] F1
```

F2
```
public float[] F2
```

F0point5
```
public float[] F0point5
```

accuracy
```
public float[] accuracy
```

errorr
```
public float[] errorr
```

precision
```
public float[] precision
```

recall
```
public float[] recall
```

specificity
```
public float[] specificity
```

mcc
```
public float[] mcc
```

max_per_class_error
```
public float[] max_per_class_error
```

Constructor Detail
- AUCData
```
public AUCData()
```

Method Detail

AUC
```
public double AUC()
```

Gini
```
public double Gini()
```

F1

public double F1(AUC.ThresholdCriterion criter)

F2

public double F2(AUC.ThresholdCriterion criter)

F0point5

public double F0point5(AUC.ThresholdCriterion criter)

precision

public double precision(AUC.ThresholdCriterion criter)

recall

public double recall(AUC.ThresholdCriterion criter)

specificity

public double specificity(AUC.ThresholdCriterion criter)

mcc

public double mcc(AUC.ThresholdCriterion criter)

accuracy

public double accuracy(AUC.ThresholdCriterion criter)

err

public double err(AUC.ThresholdCriterion criter)

max_per_class_error

public double max_per_class_error(AUC.ThresholdCriterion criter)

threshold

public float threshold(AUC.ThresholdCriterion criter)

cm

public long[][] cm(AUC.ThresholdCriterion criter)

F1
```
public double F1()
```

F2
```
public double F2()
```

F0point5
```
public double F0point5()
```

err
```
public double err()
```

precision
```
public double precision()
```

recall
```
public double recall()
```

specificity
```
public double specificity()
```

mcc
```
public double mcc()
```

accuracy
```
public double accuracy()
```

max_per_class_error
```
public double max_per_class_error()
```

threshold
```
public float threshold()
```

cm
```
public long[][] cm()
```

CM
```
public ConfusionMatrix CM()
```

bestF1
```
public double bestF1()
```

bestErr
```
public double bestErr()
```

compute

public AUCData compute(ConfusionMatrix[] cms,
              float[] thresh,
              java.lang.String[] domain,
              AUC.ThresholdCriterion criter)

Class AUCData

Field Summary

Constructor Summary

Method Summary

Methods inherited from class water.Iced

Methods inherited from class java.lang.Object

Field Detail

thresholds

threshold_criterion

AUC

Gini

confusion_matrices

F1

F2

F0point5

accuracy

errorr

precision

recall

specificity

mcc

max_per_class_error

Constructor Detail

AUCData

Method Detail

AUC

Gini

F1

F2

F0point5

precision

recall

specificity

mcc

accuracy

err

max_per_class_error

threshold

cm

F1

F2

F0point5

err

precision

recall

specificity

mcc

accuracy

max_per_class_error

threshold

cm

CM

bestF1

bestErr

compute