Valeriy’s Substack

Valeriy’s Substack

How Random Forest Actually Computes predict_proba (And Why It’s Worse Than You Think)

Everyone says “it averages votes.” With default settings, they’re right. That’s the problem.

Valeriy Manokhin's avatar
Valeriy Manokhin
Mar 25, 2026
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Subtitle: Everyone says “it averages votes.” With default settings, they’re right. That’s the problem.

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