[KongchangAI]
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RandomForest

A machine learning algorithm that aggregates multiple decision trees by voting or averaging. It belongs to the traditional ensemble learning approach, lacks built-in monotonic constraints, and is prone to being dominated by noise on extremely small samples.

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Oct 13

The author once tried RandomForest as the pricing model, but it exhibited a monotonicity failure on a small 20-row sample CSV, so it was abandoned.

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