Get Dataset Result
Upon successfully upload a new dataset, the API response will include a result_key. In the event that a new test dataset was already uploaded during project creation, a result_key would have been provided in the response as well.
The result_key can be utilized to retrieve the dataset result.
The project_id and result_key are required in the request.
| Method | Endpoint | Request body type | Description |
|---|---|---|---|
| GET | /project/{project_id}/result/{result_key} |
none |
Get the result of the dataset |
If the result is not ready, the cases field will be null.
{
"message": "Ongoing dataset result is still processing",
"project_status": "TRAINED",
"expected_plugins": [
"plugin-causallift-treatment-effect",
"plugin-knn-next-activity",
"plugin-random-forest-alarm"
],
"finished_plugins": [
"plugin-random-forest-alarm",
"plugin-knn-next-activity"
],
"cases_count": null,
"columns": null,
"columns_definition": null,
"case_attributes": null,
"cases": null
}
You will also get the current status of the project in the project_status field. The expected_plugins represents the list of plugins that are expected to give results. The finished_plugins field shows the list of plugins that have been successfully returned results.
In addition to these fields, the JSON object also contains the cases_count field which provides the number of cases that have been processed. However, if the result is not yet ready, this field will also be set to null. Similarly, the columns and columns_definition fields provide information about the columns in the dataset and their definitions respectively.
Below is an example of a complete result:
{
"message": "Ongoing dataset result retrieved successfully",
"project_status": "TRAINED",
"expected_plugins": [
"plugin-causallift-treatment-effect",
"plugin-knn-next-activity",
"plugin-random-forest-alarm"
],
"finished_plugins": [
"plugin-random-forest-alarm",
"plugin-knn-next-activity",
"plugin-causallift-treatment-effect"
],
"cases_count": 2618,
"columns": [
"Case ID",
"start_time",
"end_time",
"AMOUNT_REQ",
"REG_DATE",
"Activity",
"Resource"
],
"columns_definition": {
"Case ID": "CASE_ID",
"Activity": "ACTIVITY",
"REG_DATE": "DATETIME",
"Resource": "RESOURCE",
"end_time": "END_TIMESTAMP",
"AMOUNT_REQ": "NUMBER",
"start_time": "START_TIMESTAMP"
},
"case_attributes": [
"AMOUNT_REQ",
"REG_DATE"
],
"cases": {
"173688": {
"prescriptions": [
{
"date": "2023-03-04T12:31:53.626402",
"type": "ALARM",
"output": 0.364,
"plugin": {
"name": "Random forest negative outcome probability",
"model": "count-encoding",
"accuracy": 0.5472,
"precision": 0.5491,
"recall": 0.5472,
"f1_score": 0.5481
}
},
{
"date": "2023-03-04T12:31:53.670496",
"type": "NEXT_ACTIVITY",
"output": "A_ACTIVATED",
"plugin": {
"name": "KNN next activity prediction",
"model": "count-encoding",
"accuracy": 0.8446,
"precision": 0.8523,
"recall": 0.8446,
"f1_score": 0.8414
}
},
{
"date": "2023-03-04T12:31:54.638476",
"type": "TREATMENT_EFFECT",
"output": {
"proba_if_treated": 0.6827,
"proba_if_untreated": 0.0001,
"cate": 0.6826,
"treatment": [
[
{
"value": "O_SENT_BACK",
"column": "Activity",
"operator": "EQUAL"
}
]
]
},
"plugin": {
"name": "CasualLift treatment effect",
"model": "count-encoding"
}
}
],
"events": [
[
"173688",
"2011-09-30 22:38:44.546",
"2011-09-30 22:38:44.546",
"20000",
"2011-09-30T22:38:44.546Z",
"A_SUBMITTED",
"112"
],
[
"173688",
"2011-09-30 22:38:44.880",
"2011-09-30 22:38:44.880",
"20000",
"2011-09-30T22:38:44.546Z",
"A_PARTLYSUBMITTED",
"112"
],
[
"173688",
"2011-09-30 22:39:37.906",
"2011-09-30 22:39:37.906",
"20000",
"2011-09-30T22:38:44.546Z",
"A_PREACCEPTED",
"112"
],
[
"173688",
"2011-10-01 09:36:46.437",
"2011-10-01 09:45:13.917",
"20000",
"2011-09-30T22:38:44.546Z",
"W_Completeren aanvraag",
"nan"
],
[
"173688",
"2011-10-01 09:42:43.308",
"2011-10-01 09:42:43.308",
"20000",
"2011-09-30T22:38:44.546Z",
"A_ACCEPTED",
"10862"
],
[
"173688",
"2011-10-01 09:45:09.243",
"2011-10-01 09:45:09.243",
"20000",
"2011-09-30T22:38:44.546Z",
"O_SELECTED",
"10862"
],
[
"173688",
"2011-10-01 09:45:09.243",
"2011-10-01 09:45:09.243",
"20000",
"2011-09-30T22:38:44.546Z",
"A_FINALIZED",
"10862"
],
[
"173688",
"2011-10-01 09:45:11.197",
"2011-10-01 09:45:11.197",
"20000",
"2011-09-30T22:38:44.546Z",
"O_CREATED",
"10862"
],
[
"173688",
"2011-10-01 09:45:11.380",
"2011-10-01 09:45:11.380",
"20000",
"2011-09-30T22:38:44.546Z",
"O_SENT",
"10862"
],
[
"173688",
"2011-10-01 10:15:41.290",
"2011-10-01 10:17:08.924",
"20000",
"2011-09-30T22:38:44.546Z",
"W_Nabellen offertes",
"nan"
],
[
"173688",
"2011-10-08 14:26:57.720",
"2011-10-08 14:32:00.886",
"20000",
"2011-09-30T22:38:44.546Z",
"W_Nabellen offertes",
"10913"
],
[
"173688",
"2011-10-10 09:32:22.495",
"2011-10-10 09:33:05.791",
"20000",
"2011-09-30T22:38:44.546Z",
"W_Nabellen offertes",
"11049"
],
[
"173688",
"2011-10-10 09:33:03.668",
"2011-10-10 09:33:03.668",
"20000",
"2011-09-30T22:38:44.546Z",
"O_SENT_BACK",
"11049"
],
[
"173688",
"2011-10-13 08:05:26.925",
"2011-10-13 08:37:37.026",
"20000",
"2011-09-30T22:38:44.546Z",
"W_Valideren aanvraag",
"10629"
],
[
"173688",
"2011-10-13 08:37:29.226",
"2011-10-13 08:37:29.226",
"20000",
"2011-09-30T22:38:44.546Z",
"A_REGISTERED",
"10629"
],
[
"173688",
"2011-10-13 08:37:29.226",
"2011-10-13 08:37:29.226",
"20000",
"2011-09-30T22:38:44.546Z",
"A_APPROVED",
"10629"
]
]
},
"173712": {
"prescriptions": [
{
"date": "2023-03-04T12:31:53.626431",
"type": "ALARM",
"output": 0.7246,
"plugin": {
"name": "Random forest negative outcome probability",
"model": "count-encoding",
"accuracy": 0.5472,
"precision": 0.5491,
"recall": 0.5472,
"f1_score": 0.5481
}
},
{
"date": "2023-03-04T12:31:53.670533",
"type": "NEXT_ACTIVITY",
"output": "A_DECLINED",
"plugin": {
"name": "KNN next activity prediction",
"model": "count-encoding",
"accuracy": 0.8446,
"precision": 0.8523,
"recall": 0.8446,
"f1_score": 0.8414
}
},
{
"date": "2023-03-04T12:31:54.638498",
"type": "TREATMENT_EFFECT",
"output": {
"proba_if_treated": 0.7061,
"proba_if_untreated": 0.0001,
"cate": 0.706,
"treatment": [
[
{
"value": "O_SENT_BACK",
"column": "Activity",
"operator": "EQUAL"
}
]
]
},
"plugin": {
"name": "CasualLift treatment effect",
"model": "count-encoding"
}
}
],
"events": [
[
"173712",
"2011-10-01 07:58:30.533",
"2011-10-01 07:58:30.533",
"30000",
"2011-10-01T07:58:30.533Z",
"A_SUBMITTED",
"112"
],
[
"173712",
"2011-10-01 07:58:30.678",
"2011-10-01 07:58:30.678",
"30000",
"2011-10-01T07:58:30.533Z",
"A_PARTLYSUBMITTED",
"112"
],
[
"173712",
"2011-10-01 08:08:36.700",
"2011-10-01 08:10:25.759",
"30000",
"2011-10-01T07:58:30.533Z",
"W_Afhandelen leads",
"10912"
],
[
"173712",
"2011-10-01 08:10:24.737",
"2011-10-01 08:10:24.737",
"30000",
"2011-10-01T07:58:30.533Z",
"A_PREACCEPTED",
"10912"
],
[
"173712",
"2011-10-01 10:59:13.844",
"2011-10-01 11:03:35.216",
"30000",
"2011-10-01T07:58:30.533Z",
"W_Completeren aanvraag",
"11019"
]
]
}
}
}