Shap

Start explaining the model using SHAP

Request producing explanations of a model using SHAP

post

/xai/shap

Body

shapConfigobject

Responses

application/json

cURL

JavaScript

Python

HTTP

cURL

curl -L \
  --request POST \
  --url 'https://virtserver.swaggerhub.com/strongcourage/MAIP/v1/xai/shap' \
  --header 'Content-Type: application/json' \
  --data '{
    "shapConfig": {
      "modelId": "e0a0588e-96c4-4fdf-9237-a8e94a6f5ffe.h5",
      "numberBackgroundSamples": "10",
      "numberExplainedSamples": "20",
      "maxDisplay": "10"
    }
  }'

200

500

200

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

Successful operation