/weights

Retrieve feature importance for a model

GET /v3 /model/automl/feature-weights

Get a breakdown of how each feature contributes to the model’s predictions. This endpoint returns the relative weight or importance score for each input feature used during training.

Header

Key	Value
Authorization	YOUR_API_KEY

Parameters

Key	Type	Description
model_id	String	Target Model ID

Request

import requests

url = "https://api.obviously.ai/v3/model/automl/feature-weights/{model_id}"

headers = {
    "Authorization": "ApiKey <your_api_key>",
    "Content-Type": "application/json"
}

response = requests.get(url, headers=headers)
print(response.json())

Response

200

{
  "Contract": "0.67%",
  "Dependents": "2.45%",
  "DeviceProtection": "2.36%",
  "InternetService": "4.27%",
  "MonthlyCharges": "30.6%",
  "MultipleLines": "3.39%",
  "OnlineBackup": "2.12%",
  "OnlineSecurity": "1.72%",
  "PaperlessBilling": "4.22%",
  "Partner": "3.03%",
  "PaymentMethod": "3.52%",
  "PhoneService": "1.05%",
  "SeniorCitizen": "3.59%",
  "StreamingMovies": "3.14%",
  "StreamingTV": "2.82%",
  "TechSupport": "1.67%",
  "TotalCharges": "26.62%",
  "gender": "2.7%",
  "tenure": "0.05%"
}

400

{
    "error" : "Unauthorized"
}