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Precise predictions (SDI <0.45) were generated for 829 of 1,041 BPSW isolates, of which 759 (91.6%) were correct.
When the classifier was precise about a BPSW origin, 91.6% of isolates were correctly predicted.
Fewer than one third (31.9%) of human isolates were precisely attributed to a BPSW source, indicating additional sources of human salmonellosis underrepresented by the current training set.
For example, source prediction of BPSW isolates in the diverse-source G7 lineage was lower at 64.2% than the out-of-bag prediction accuracy at 82.9% of all BPSW isolates.
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- BPSK Demodulator