java.lang.Object
- software.amazon.awssdk.services.machinelearning.model.Prediction

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<Prediction.Builder,Prediction>
```
@Generated("software.amazon.awssdk:codegen")
public final class Prediction
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<Prediction.Builder,Prediction>
```
The output from a Predict operation:
- Details - Contains the following attributes: DetailsAttributes.PREDICTIVE_MODEL_TYPE - REGRESSION | BINARY | MULTICLASS DetailsAttributes.ALGORITHM - SGD
- PredictedLabel - Present for either a BINARY or MULTICLASS MLModel request.
- PredictedScores - Contains the raw classification score corresponding to each label.
- PredictedValue - Present for a REGRESSION MLModel request.
See Also:

Serialized Form

Nested Class Summary

Nested Classes
Modifier and Type Class Description

static interface Prediction.Builder

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`static Prediction.Builder`	`builder()`
`Map<DetailsAttributes,String>`	`details()`	Returns the value of the Details property for this object.
`Map<String,String>`	`detailsAsStrings()`	Returns the value of the Details property for this object.
`boolean`	`equals(Object obj)`
`boolean`	`equalsBySdkFields(Object obj)`
`<T> Optional<T>`	`getValueForField(String fieldName, Class<T> clazz)`
`boolean`	`hasDetails()`	For responses, this returns true if the service returned a value for the Details property.
`int`	`hashCode()`
`boolean`	`hasPredictedScores()`	For responses, this returns true if the service returned a value for the PredictedScores property.
`String`	`predictedLabel()`	The prediction label for either a `BINARY` or `MULTICLASS` `MLModel`.
`Map<String,Float>`	`predictedScores()`	Returns the value of the PredictedScores property for this object.
`Float`	`predictedValue()`	The prediction value for `REGRESSION` `MLModel`.
`List<SdkField<?>>`	`sdkFields()`
`static Class<? extends Prediction.Builder>`	`serializableBuilderClass()`
`Prediction.Builder`	`toBuilder()`
`String`	`toString()`	Returns a string representation of this object.

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

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy

- Method Detail
  - predictedLabel
```
public final String predictedLabel()
```
    The prediction label for either a BINARY or MULTICLASS MLModel.
    
    Returns:
    
    The prediction label for either a BINARY or MULTICLASS MLModel.
  - predictedValue
```
public final Float predictedValue()
```
    The prediction value for REGRESSION MLModel.
    
    Returns:
    
    The prediction value for REGRESSION MLModel.
  - hasPredictedScores
```
public final boolean hasPredictedScores()
```
    For responses, this returns true if the service returned a value for the PredictedScores property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
  - predictedScores
```
public final Map<String,Float> predictedScores()
```
    Returns the value of the PredictedScores property for this object.
    Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
    
    This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasPredictedScores() method.
    
    Returns:
    
    The value of the PredictedScores property for this object.
  - details
```
public final Map<DetailsAttributes,String> details()
```
    Returns the value of the Details property for this object.
    Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
    
    This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasDetails() method.
    
    Returns:
    
    The value of the Details property for this object.
  - hasDetails
```
public final boolean hasDetails()
```
    For responses, this returns true if the service returned a value for the Details property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
  - detailsAsStrings
```
public final Map<String,String> detailsAsStrings()
```
    Returns the value of the Details property for this object.
    Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
    
    This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasDetails() method.
    
    Returns:
    
    The value of the Details property for this object.
  - toBuilder
```
public Prediction.Builder toBuilder()
```
    Specified by:
    
    toBuilder in interface ToCopyableBuilder<Prediction.Builder,Prediction>
  - builder
```
public static Prediction.Builder builder()
```
  - serializableBuilderClass
```
public static Class<? extends Prediction.Builder> serializableBuilderClass()
```
  - hashCode
```
public final int hashCode()
```
    Overrides:
    
    hashCode in class Object
  - equals
```
public final boolean equals(Object obj)
```
    Overrides:
    
    equals in class Object
  - equalsBySdkFields
```
public final boolean equalsBySdkFields(Object obj)
```
    Specified by:
    
    equalsBySdkFields in interface SdkPojo
  - toString
```
public final String toString()
```
    Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
    
    Overrides:
    
    toString in class Object
  - getValueForField
```
public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)
```
  - sdkFields
```
public final List<SdkField<?>> sdkFields()
```
    Specified by:
    
    sdkFields in interface SdkPojo

Class Prediction

Nested Class Summary

Method Summary

Methods inherited from class java.lang.Object

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

Method Detail

predictedLabel

predictedValue

hasPredictedScores

predictedScores

details

hasDetails

detailsAsStrings

toBuilder

builder

serializableBuilderClass

hashCode

equals

equalsBySdkFields

toString

getValueForField

sdkFields