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B.A. Weaver

Researcher at Lawrence Berkeley National Laboratory

Publications -  3
Citations -  387

B.A. Weaver is an academic researcher from Lawrence Berkeley National Laboratory. The author has contributed to research in topics: Supernova & White dwarf. The author has an hindex of 3, co-authored 3 publications receiving 371 citations. Previous affiliations of B.A. Weaver include Space Sciences Laboratory.

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Object Classification at the Nearby Supernova Factory

TL;DR: In this paper, the results of applying new object classification techniques to the supernova search of the Nearby Supernova Factory (NSF) were presented. And they showed that more sophisticated methods such as boosted decision trees, random forests, and support vector machines provided dramatically better object discrimination: they reduced the number of nonsupernova candidates by a factor of 10 while increasing the identification efficiency.