Implement ECE given arrays of predicted confidences and correctness

Easy

Evaluation: Benchmarks, Judges & Uncertainty1 / 4

Chapter 151 / 4

Evaluation: Benchmarks, Judges & Uncertainty

Easy

Target interface

expected_calibration_error(confidences, correct, n_bins=10)

Implement the function/class skeleton in the editor. Any correct approach is accepted.

Hints0 / 2

Reference solution

Your own code stays in the editor.

solution.pyPython

Local draft

import numpy as np

def expected_calibration_error(confidences, correct, n_bins=10):
    raise NotImplementedError

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Chapter 151 / 4

Evaluation: Benchmarks, Judges & Uncertainty

Easy

Target interface

expected_calibration_error(confidences, correct, n_bins=10)

Implement the function/class skeleton in the editor. Any correct approach is accepted.

Hints0 / 2

Reference solution

Your own code stays in the editor.