{ "title": "Iris Flower Species Predictor", "description": "This Decision Tree model predicts the species of an Iris flower based on its sepal and petal measurements.", "model_type": "DecisionTreeClassifier", "framework": "scikit-learn", "author": "Sonia G", "license": "MIT", "input_schema": { "type": "object", "properties": { "sepal_length": { "type": "number", "description": "Sepal length in cm" }, "sepal_width": { "type": "number", "description": "Sepal width in cm" }, "petal_length": { "type": "number", "description": "Petal length in cm" }, "petal_width": { "type": "number", "description": "Petal width in cm" } }, "required": [ "sepal_length", "sepal_width", "petal_length", "petal_width" ] }, "output_schema": { "type": "string", "description": "Predicted Iris species (setosa, versicolor, or virginica)" }, "examples": [ { "input": { "sepal_length": 5.1, "sepal_width": 3.5, "petal_length": 1.4, "petal_width": 0.2 }, "output": "setosa" }, { "input": { "sepal_length": 6.7, "sepal_width": 3.1, "petal_length": 4.7, "petal_width": 1.5 }, "output": "versicolor" } ] }