Prediction Output

Output representation of the prediction request.

Property Name	Type	Description	Filter Group and Version	Available Version
`classificationThreshold`	Double	The classification threshold value to derive the type of model to be used for prediction. If prediction score is higher/lower than this threshold, positive/negative prediction labels are displayed based on scorecard configuration.	Small, 55.0	55.0
`classificationType`	String	Specifies the classification model type. For example. Binary or ternary.	Small, 55.0	55.0
`executionModeWarning`	String	Indicates the change in execution mode from user specified to default mode configuration.	Small, 54.0	54.0
`featureExtractor`	String	The class name of the feature extractor implementation used for the prediction.	Small, 54.0	54.0
`featureExtractorType`	String	The feature extractor type used for the prediction. Possible values are: `Apex` `Hybrid` `Java`	Small, 54.0	54.0
`inputType`	String	The type of input used to make the prediction.	Small, 55.0	55.0
`insightsSettings`	Map<String, Integer>	A map for configuring insight settings.	Small, 55.0	55.0
`modelFeatures`	Model Feature[]	Specifies additional details of the model feature, including name, label, and data type.	Small, 55.0	55.0
`outcomeGoal`	String	Indicates whether predDef maximizes or minimizes the field value.	Small, 55.0	55.0
`predictionDefinition`	String	The model developer name or API name used to make prediction.	Small, 55.0	55.0
`predictionDefinitionLabel`	String	The label corresponding to the model ID used for prediction.	Small, 55.0	55.0
`predictionPersistenceErrorMessage`	String	Indicates that an error occurred during persistence of prediction results or features.	Small, 54.0	54.0
`predictionPlatform`	String	The machine learning platform that is used to make the prediction for a use case.	Small, 55.0	55.0
`predictions`	Prediction Object[]	A list of prediction results.	Small, 55.0	55.0
`primaryResponseObjRecordIds`	String[]	Indicates the list of recordIds where the response is persisted in primary response object.	Small, 55.0	55.0
`requestId`	String	The unique identifier for the request to be generated and used for listening to notifications in the async mode of the execution.	Small, 55.0	55.0
`secondaryResponseObjRecordIds`	String[]	Indicates the list of recordIds where the response is persisted in secondary response object.	Small, 55.0	55.0
`status`	Status	Indicates whether the call succeeded or failed, and in case of failure also provides the reason.	Small, 55.0	55.0

JSON example

1{
2  "Prediction Purpose": "Use case Name Eg: Smart Selling Visit Recommendation",
3  "Prediction Platform": "Einstein Discovery / Einstein Platform (optional)",
4  "Prediction Definition": "PredictionDefinitionIdentifier",
5  "Input Type": "ExtractedRawData",
6  "Feature Extractor Type": "Custom",
7  "Feature Extractor": "ApexSSVisitRecommendationsFeatureExtractor",
8  "Primary Response Obj RecordIds": [
9    "a00x0000000CHa0AAG",
10    "a00x0000000CHa0XXY"
11  ],
12  "Secondary Response Obj RecordIds": [
13    "a00x0000000CHa0PPS",
14    "a00x0000000CHa0QQW"
15  ],
16  "predictions": [
17    {
18      "model": {
19        "id": "1OtRM000000002b0AA"
20      },
21      "prediction": {
22        "score": 799315.4282959097,
23        "insights": [
24          {
25            "columns": [
26              {
27                "columnName": "Has Line Item",
28                "columnValue": "true"
29              }
30            ],
31            "value": 553763.66105859
32          }
33        ]
34      },
35      "status": "Success"
36    },
37    {
38      "model": {
39        "id": "1OtRM000000002b0AA"
40      },
41      "prediction": {
42        "score": 799315.4282959097,
43        "insights": [
44          {
45            "columns": [
46              {
47                "columnName": "Has Line Item",
48                "columnValue": "true"
49              }
50            ],
51            "value": 543763.66105859
52          }
53        ]
54      },
55      "status": "Success"
56    }
57  ],
58  "insightSettings": {
59    "maxPrescriptions": 0,
60    "maxInsights": 0
61  }
62}

Industries Common Resources Developer Guide

Prediction Output