Prediction
The output from a Predict operation:
-
Details- Contains the following attributes:DetailsAttributes.PREDICTIVE_MODEL_TYPE - REGRESSION | BINARY | MULTICLASSDetailsAttributes.ALGORITHM - SGD -
PredictedLabel- Present for either aBINARYorMULTICLASSMLModelrequest. -
PredictedScores- Contains the raw classification score corresponding to each label. -
PredictedValue- Present for aREGRESSIONMLModelrequest.
Contents
- details
-
Provides any additional details regarding the prediction.
Type: String to string map
Valid Keys:
PredictiveModelType | AlgorithmValue Length Constraints: Minimum length of 1.
Required: No
- predictedLabel
-
The prediction label for either a
BINARYorMULTICLASSMLModel.Type: String
Length Constraints: Minimum length of 1.
Required: No
- predictedScores
-
Provides the raw classification score corresponding to each label.
Type: String to float map
Key Length Constraints: Minimum length of 1.
Required: No
- predictedValue
-
The prediction value for
REGRESSIONMLModel.Type: Float
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following: