Feature engineering L´eon Bottou COS 424 – 4/22/2010 Summary Summary I. The importance of features II. Feature relevance III. Selecting features IV. Learning features L´eon Bottou 2/29 COS ...
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...Feature engineering l eon bottou cos summary i the importance of features ii relevance iii selecting iv learning simple linear models people like with convex loss functions training has a unique solution easy to analyze and debug which basis also called many poor testing performance few in general good if we pick right ones is then as well...