com.atlassian.confluence.content.render.xhtml.migration.exceptions.UnknownMacroMigrationException: The macro 'next_previous_link3' is unknown.
Retrieving Summary of a Model via REST API
Overview
Description | Retrieve summary of a model. |
Resource Path |
|
HTTP Method | GET |
Request/Response Format | application/json |
Parameter description
Parameter | Description |
---|---|
{modelId} | ID of the model of which you need to retrieve the summary. |
Sample cURL command
curl -H "Content-Type: application/json" -H "Authorization: Basic YWRtaW46YWRtaW4=" -v https://localhost:9443/api/models/1/summary -k
Example
GETÂ https://localhost:9443/api/models/{modelId}/summary
Sample output
{ "features":["NumPregnancies","PG2","DBP","TSFT","SI2","BMI","DPF","Age"], "modelSummaryType":"ProbabilisticClassificationModelSummary", "multiclassConfusionMatrix": { "labels":["0","1"], "matrix":[[151.0,3.0],[83.0,5.0]],"size":2}, "modelAccuracy":64.46, "testResultDataPointsSample": [ {"predictedVsActual":{"predicted":0.0,"actual":0.0},"featureValues":[4.0,110.0,92.0,0.0,0.0,37.6,0.191,30.0]}, {"predictedVsActual":{"predicted":0.0,"actual":1.0},"featureValues":[7.0,196.0,90.0,0.0,0.0,39.8,0.451,41.0]}, {"predictedVsActual":{"predicted":0.0,"actual":0.0},"featureValues":[1.0,93.0,70.0,31.0,0.0,30.4,0.315,23.0]}, ... ... ], "featureImportance": [ {"label":"NumPregnancies","value":0.3079771926749934}, {"label":"PG2","value":0.25397098775785676}, {"label":"DBP","value":-1.2876785783739098}, {"label":"TSFT","value":-0.2739829065457813}, {"label":"SI2","value":-0.14733474834124655}, {"label":"BMI","value":-0.5283771021449392}, {"label":"DPF","value":0.004146841050477915}, {"label":"Age","value":-0.23892099781435874} ], "auc":0.47476387249114554, "roc":"[[\".00\",\".00\"],[\".00\",\".01\"],...]", "algorithm":"LOGISTIC_REGRESSION" } }
REST API response
HTTP status code | 200, 404 or 500 For descriptions of the HTTP status codes, see HTTP Status Codes. |