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This paper analyzes a generalization of a new metric to evaluate the classification performance in imbalanced domains, combining some estimate of the overall accuracy with a plain index about how dominant the class with the highest individual accuracy is. A theoretical analysis shows the merits of this metric when compared to other well-known measures.
Cytochrome c oxidase subunit 1 (cox1) is unusual among mitochondrial genes in that instead of using AUG or one of the recognized alternative start codons it often appears to use an unknown means for initiating translation. However, the frequency of this unusual behavior as well as the underlying molecular mechanism are unknown. In this paper we use side effect machines to probe for signal in the sequence...
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