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I am looking for open biological datasets and open open health informatics datasets, to test some machine learning algorithms that I designed.

Specifically, I am looking for datasets in which each element has a binary label (e.g. true/false, dead/alive), or a real valued label (e.g. score=0.7/1), to run some supervised learning approaches.

Can anyone send me to any open datasets of this kind?

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From the University of California-Irvine (UCI) Machine Learning Repository. On this landing page, there is a link out to all datasets on the upper right.

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