Shap

Start explaining the model using SHAP

post

https://virtserver.swaggerhub.com/strongcourage/MAIP/v1http://localhost:31057/api

/xai/shap

Request producing explanations of a model using SHAP

Body

application/json

Responses

200

Successful operation

application/json

isRunningbooleanOptionalExample: true

configone ofOptional

or

lastRunAtstringOptionalExample: 123243534534

500

Failed to produce explanations using SHAP

post

/xai/shap

HTTPcURLJavaScriptPython

POST /strongcourage/MAIP/v1/xai/shap HTTP/1.1
Host: virtserver.swaggerhub.com
Content-Type: application/json
Accept: */*
Content-Length: 147

{
  "shapConfig": {
    "modelId": "e0a0588e-96c4-4fdf-9237-a8e94a6f5ffe.h5",
    "numberBackgroundSamples": "10",
    "numberExplainedSamples": "20",
    "maxDisplay": "10"
  }
}

{
  "isRunning": true,
  "config": {
    "shapConfig": {
      "modelId": "e0a0588e-96c4-4fdf-9237-a8e94a6f5ffe.h5",
      "numberBackgroundSamples": "10",
      "numberExplainedSamples": "20",
      "maxDisplay": "10"
    }
  },
  "lastRunAt": "123243534534"
}