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EasyML Fundamentalsml-251

Forecast Bias Correction

Problem

Estimate the additive forecast bias: mean(actuals) - mean(forecasts).

Empty input returns 0.0.

Hint

Adding this bias to future forecasts centers them on the actuals.

Test cases

case 1
in: [[10,12,14],[11,13,15]]
expected: 1
case 2
in: [[5,5],[5,5]]
expected: 0
case 3
in: [[10],[8]]
expected: -2
case 4
in: [[],[]]
expected: 0
Starter codePython
def bias_correction(forecasts, actuals):
    # Your code here
    pass

4 test cases · run your code against them in the editor