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The Cornell Laboratory of Ornithology's mission is to interpret and conserve the earth's biological diversity through research, education, and citizen science focused on birds. Over the years, the Lab has accumulated one of the largest and longest-running collections of environmental data sets in existence. The data sets are not only large, but also have many attributes, contain many missing values, and potentially are very noisy. The ecologists are interested in identifying which features havedoi:10.1145/1150402.1150527 dblp:conf/kdd/CaruanaEMRSFHK06 fatcat:uch3bjx6z5by5a7hge7hsjrqv4