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 aBINARY
orMULTICLASS
MLModel
request. -
PredictedScores
- Contains the raw classification score corresponding to each label. -
PredictedValue
- Present for aREGRESSION
MLModel
request.
Contents
- details
-
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
-
The prediction label for either a
BINARY
orMULTICLASS
MLModel
.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
REGRESSION
MLModel
.Type: Float
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following: