Oh boy the science worked. Also it overfit.
Conversation
cool! What's the data set?
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Underlying samples (the dots) drawn from semi-circles. Learned classifier (a cubic) is the background color.
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Replying to
This classification problem’s really hard because they’re not linearly separable. A much easier one:

