Jon wrote:
> Aside: if I read Daniel's solution correct, he avoids the first issue by
assuming that it's a binary classification task (that is, that there are
only two classes).

Yep: I'm assuming binary classification.

David wrote:
> Out of curiosity, how much of that 0.5 seconds is overhead?  Could you
run a simple 'add 1 and 1' procedure and see how long it takes?

I'm not exactly sure what you mean. Please feel free to profile however you
like on the supplied code.

My observation (primarily to Zelphir) on performance is that lists don't
seem like a bad choice for this algorithm.

If it hadn't been reasonably quick I might have tried replacing the dataset
(a list of lists) with a list of vectors, but otherwise I'd be looking at
modifying the exhaustive, greedy algorithm itself for possible speedups
rather than data structures.

Zelphir:
> Maybe you could put it in a repository, so that other people are more
likely to find your code.

If I ever get back into ML I might, but don't have the time to do a proper
write up.

Please feel free to include it in your github repository, with or without
attribution.

Dan

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