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GINI coefficient

also: lift, model discrimination

In scoring, the GINI coefficient measures how much better your score ranks converters above non-converters than random chance: 0 is a coin flip, 1 is perfect.

Plotted as a lift curve, a good score bends sharply toward the top deciles. If your vendor or in-house model cannot tell you this number, you do not have a predictive score, you have a point system with confidence. It is the single test that turned our old model from trusted to retired.

Watch: Adam explains it (badly)

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“The number that walked in and told your other numbers they'd been lying.”
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Comedian-in-residence · 0:15

Fifteen seconds of gini coefficient, as explained by Adam, our comedian-in-residence. If the definition did not land, maybe the joke will.

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See gini coefficient in context in the full methodology.Read the guide