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. 2007 Jun 22;73(16):5261–5267. doi: 10.1128/AEM.00062-07

TABLE 2.

Classifier accuracy versus bootstrap confidence for the Bergey corpus

Length of segment (bases) % of correct classifier assignments within a bootstrap confidence range ofa:
100-95% 94-90% 89-80% 79-70% 69-60% 59-50%
Full 98.0 66.4 69.2 41.8 46.2 34.7
400 98.3 86.1 75.9 65.4 61.1 49.2
200 98.2 90.1 83.0 75.6 64.6 55.7
100 97.4 89.8 82.5 75.6 64.7 55.6
50 94.9 83.9 76.8 67.9 59.5 49.7
a

Bootstrap confidence reflects the frequency of most common assignments out of 100 bootstrap samplings. Percentages of correct assignments at all ranks and within this bootstrap confidence range are shown.