TrainingData (datahub-client 0.12.0-5rc2 API)

java.lang.Object
- io.datahubproject.openapi.generated.TrainingData

All Implemented Interfaces:

OneOfEnvelopedAspectValue, OneOfGenericAspectValue, OneOfMLModelSnapshotAspectsItems, OneOfVersionedAspectAspect
```
@Validated
@Generated(value="io.swagger.codegen.v3.generators.java.SpringCodegen",
           date="2023-12-06T11:25:47.362934Z[Etc/UTC]")
public class TrainingData
extends java.lang.Object
implements OneOfEnvelopedAspectValue, OneOfGenericAspectValue, OneOfMLModelSnapshotAspectsItems, OneOfVersionedAspectAspect
```
Ideally, the MLModel card would contain as much information about the training data as the evaluation data. However, there might be cases where it is not feasible to provide this level of detailed information about the training data. For example, the data may be proprietary, or require a non-disclosure agreement. In these cases, we advocate for basic details about the distributions over groups in the data, as well as any other details that could inform stakeholders on the kinds of biases the model may have encoded.

Constructor Summary

Constructors
Constructor Description

TrainingData()

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`TrainingData`	`addTrainingDataItem(BaseData trainingDataItem)`
`boolean`	`equals(java.lang.Object o)`
`@NotNull java.lang.String`	`get__type()`	Name of this subclass in SimpleClassName format
`@NotNull @Valid java.util.List<BaseData>`	`getTrainingData()`	Details on the dataset(s) used for training the MLModel
`int`	`hashCode()`
`void`	`setTrainingData(java.util.List<BaseData> trainingData)`
`java.lang.String`	`toString()`
`TrainingData`	`trainingData(java.util.List<BaseData> trainingData)`

Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail
- TrainingData
```
public TrainingData()
```

Method Detail

get__type
```
@NotNull
public @NotNull java.lang.String get__type()
```
Name of this subclass in SimpleClassName format

Returns:

__type

trainingData

public TrainingData trainingData(java.util.List<BaseData> trainingData)

addTrainingDataItem

public TrainingData addTrainingDataItem(BaseData trainingDataItem)

getTrainingData
```
@NotNull
@Valid
public @NotNull @Valid java.util.List<BaseData> getTrainingData()
```
Details on the dataset(s) used for training the MLModel

Returns:

trainingData

setTrainingData

public void setTrainingData(java.util.List<BaseData> trainingData)

equals

public boolean equals(java.lang.Object o)

Overrides:: equals in class java.lang.Object

hashCode
```
public int hashCode()
```
Overrides:

hashCode in class java.lang.Object

toString
```
public java.lang.String toString()
```
Overrides:

toString in class java.lang.Object