MultinomialAUC (h2o-core 3.42.0 API)

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

All Implemented Interfaces:

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

Serialized Form

Field Summary

Fields
Modifier and Type	Field and Description
`boolean`	`_calculateAuc`
`MultinomialAucType`	`_default_auc_type`
`java.lang.String[]`	`_domain`
`double`	`_macroOvoAuc`
`double`	`_macroOvoAucPr`
`double`	`_macroOvrAuc`
`double`	`_macroOvrAucPr`
`PairwiseAUC[]`	`_ovoAucs`
`hex.SimpleAUC[]`	`_ovrAucs`
`double`	`_weightedOvoAuc`
`double`	`_weightedOvoAucPr`
`double`	`_weightedOvrAuc`
`double`	`_weightedOvrAucPr`
`static int`	`MAX_AUC_CLASSES`

Constructor Summary

Constructors
Constructor and Description
`MultinomialAUC(AUC2.AUCBuilder[] ovrAucs, AUC2.AUCBuilder[][] ovoAucs, java.lang.String[] domain, boolean zeroWeights, MultinomialAucType type)`
`MultinomialAUC(TwoDimTable aucTable, TwoDimTable aucprTable, java.lang.String[] domain, MultinomialAucType type)`

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`double`	`auc()`
`double`	`computeOvoMacroAuc(boolean isPr)`
`double`	`computeOvoWeightedAuc(boolean isPr)`
`double`	`computeOvrMacroAuc(boolean isPr)`
`double`	`computeOvrWeightedAuc(boolean isPr)`
`double`	`get_macroOvrAucPr()`
`TwoDimTable`	`getAucPrTable()`
`TwoDimTable`	`getAucTable()`
`double`	`getMacroOvoAuc()`
`double`	`getMacroOvoAucPr()`
`double`	`getMacroOvrAuc()`
`TwoDimTable`	`getTable(boolean isPr)`
`double`	`getWeightedOvoAuc()`
`double`	`getWeightedOvoAucPr()`
`double`	`getWeightedOvrAuc()`
`double`	`getWeightedOvrAucPr()`
`double`	`pr_auc()`

Methods inherited from class water.Iced
asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal, writeJSON

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

Field Detail

_ovrAucs
```
public hex.SimpleAUC[] _ovrAucs
```

_ovoAucs
```
public PairwiseAUC[] _ovoAucs
```

_default_auc_type

public final MultinomialAucType _default_auc_type

_domain

public final java.lang.String[] _domain

MAX_AUC_CLASSES
```
public static final int MAX_AUC_CLASSES
```
See Also:

Constant Field Values

_calculateAuc
```
public final boolean _calculateAuc
```

_macroOvrAuc
```
public final double _macroOvrAuc
```

_weightedOvrAuc
```
public final double _weightedOvrAuc
```

_macroOvoAuc
```
public final double _macroOvoAuc
```

_weightedOvoAuc
```
public final double _weightedOvoAuc
```

_macroOvrAucPr
```
public final double _macroOvrAucPr
```

_weightedOvrAucPr
```
public final double _weightedOvrAucPr
```

_macroOvoAucPr
```
public final double _macroOvoAucPr
```

_weightedOvoAucPr
```
public final double _weightedOvoAucPr
```

Constructor Detail

MultinomialAUC

public MultinomialAUC(AUC2.AUCBuilder[] ovrAucs,
                      AUC2.AUCBuilder[][] ovoAucs,
                      java.lang.String[] domain,
                      boolean zeroWeights,
                      MultinomialAucType type)

MultinomialAUC

public MultinomialAUC(TwoDimTable aucTable,
                      TwoDimTable aucprTable,
                      java.lang.String[] domain,
                      MultinomialAucType type)

Method Detail

auc
```
public double auc()
```

pr_auc
```
public double pr_auc()
```

computeOvrMacroAuc

public double computeOvrMacroAuc(boolean isPr)

computeOvrWeightedAuc

public double computeOvrWeightedAuc(boolean isPr)

computeOvoMacroAuc

public double computeOvoMacroAuc(boolean isPr)

computeOvoWeightedAuc

public double computeOvoWeightedAuc(boolean isPr)

getMacroOvrAuc
```
public double getMacroOvrAuc()
```

getWeightedOvrAuc
```
public double getWeightedOvrAuc()
```

getMacroOvoAuc
```
public double getMacroOvoAuc()
```

getWeightedOvoAuc
```
public double getWeightedOvoAuc()
```

get_macroOvrAucPr
```
public double get_macroOvrAucPr()
```

getWeightedOvrAucPr
```
public double getWeightedOvrAucPr()
```

getMacroOvoAucPr
```
public double getMacroOvoAucPr()
```

getWeightedOvoAucPr
```
public double getWeightedOvoAucPr()
```

getAucTable
```
public TwoDimTable getAucTable()
```

getAucPrTable
```
public TwoDimTable getAucPrTable()
```

getTable

public TwoDimTable getTable(boolean isPr)

Class MultinomialAUC

Field Summary

Constructor Summary

Method Summary

Methods inherited from class water.Iced

Methods inherited from class java.lang.Object

Field Detail

_ovrAucs

_ovoAucs

_default_auc_type

_domain

MAX_AUC_CLASSES

_calculateAuc

_macroOvrAuc

_weightedOvrAuc

_macroOvoAuc

_weightedOvoAuc

_macroOvrAucPr

_weightedOvrAucPr

_macroOvoAucPr

_weightedOvoAucPr

Constructor Detail

MultinomialAUC

MultinomialAUC

Method Detail

auc

pr_auc

computeOvrMacroAuc

computeOvrWeightedAuc

computeOvoMacroAuc

computeOvoWeightedAuc

getMacroOvrAuc

getWeightedOvrAuc

getMacroOvoAuc

getWeightedOvoAuc

get_macroOvrAucPr

getWeightedOvrAucPr

getMacroOvoAucPr

getWeightedOvoAucPr

getAucTable

getAucPrTable

getTable