# Prediction
<a name="API_Prediction"></a>

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. 

## Contents
<a name="API_Prediction_Contents"></a>

 ** details **   <a name="amazonml-Type-Prediction-details"></a>
Provides any additional details regarding the prediction.  
Type: String to string map  
Valid Keys: `PredictiveModelType | Algorithm`   
Value Length Constraints: Minimum length of 1.  
Required: No

 ** predictedLabel **   <a name="amazonml-Type-Prediction-predictedLabel"></a>
The prediction label for either a `BINARY` or `MULTICLASS` `MLModel`.  
Type: String  
Length Constraints: Minimum length of 1.  
Required: No

 ** predictedScores **   <a name="amazonml-Type-Prediction-predictedScores"></a>
Provides the raw classification score corresponding to each label.  
Type: String to float map  
Key Length Constraints: Minimum length of 1.  
Required: No

 ** predictedValue **   <a name="amazonml-Type-Prediction-predictedValue"></a>
The prediction value for `REGRESSION` `MLModel`.  
Type: Float  
Required: No

## See Also
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For more information about using this API in one of the language-specific AWS SDKs, see the following:
+  [AWS SDK for C\$1\$1](https://docs.aws.amazon.com/goto/SdkForCpp/machinelearning-2014-12-12/Prediction) 
+  [AWS SDK for Java V2](https://docs.aws.amazon.com/goto/SdkForJavaV2/machinelearning-2014-12-12/Prediction) 
+  [AWS SDK for Ruby V3](https://docs.aws.amazon.com/goto/SdkForRubyV3/machinelearning-2014-12-12/Prediction)