The power of machine learning algorithms is that they can move away from linearity or quality linearity. And because you describe the relationship between those levers and the index itself in a different way, you can extract some meaningful predictions. Half of the predictive power went into one particular algorithm came from its cryptic features which were engineered by programmers.

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