fastapi/Iris_ml_project
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Iris_ml_project/docs/api-reference.md

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API Reference

Endpoints

GET /

Returns the home page HTML.

GET /predict

Returns the prediction form HTML.

POST /predict

Predicts the Iris species based on the provided measurements.

Request Parameters

Parameter Type Description
sepal_length float Length of the sepal in cm
sepal_width float Width of the sepal in cm
petal_length float Length of the petal in cm
petal_width float Width of the petal in cm

Response

{
  "prediction": "Iris Setosa"
}

Possible prediction values:

  • "Iris Setosa"
  • "Iris Versicolor"
  • "Iris Virginica"

Error Handling

The API uses standard HTTP status codes to indicate the success or failure of requests.

  • 200: Success
  • 500: Server error