File: 64622409407316d2d47094e692d9b516.asciidoc

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// This file is autogenerated, DO NOT EDIT
// ml/df-analytics/apis/evaluate-dfanalytics.asciidoc:401

[source, python]
----
resp = client.ml.evaluate_data_frame(
    index="student_performance_mathematics_reg",
    query={
        "term": {
            "ml.is_training": {
                "value": False
            }
        }
    },
    evaluation={
        "regression": {
            "actual_field": "G3",
            "predicted_field": "ml.G3_prediction",
            "metrics": {
                "r_squared": {},
                "mse": {},
                "msle": {},
                "huber": {}
            }
        }
    },
)
print(resp)
----