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EasyML Fundamentalsml-232

Gini from AUC

Problem

Convert AUC to the Gini coefficient: Gini = 2 * AUC - 1.

Hint

The Gini coefficient rescales AUC so that random is 0 and perfect is 1.

Test cases

case 1
in: [0.5]
expected: 0
case 2
in: [0.7]
expected: 0.3999999999999999
case 3
in: [1]
expected: 1
case 4
in: [0]
expected: -1
Starter codePython
def gini_from_auc(auc):
    # Your code here
    pass

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