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. 2019 Nov 29;9:17923. doi: 10.1038/s41598-019-54405-6

Table 2.

Summary of the toxin prediction.

Method Precision Recall F1 score
With GO annotation
Baseline exact 0.029 0.626 0.055
Baseline 1 mismatch 0.023 0.714 0.044
Baseline 2 mismatches 0.021 0.769 0.041
NNTox (GO Annotation) 0.903 0.898 0.900
With PFP prediction
Baseline exact 0.110 0.156 0.129
Baseline 1 mismatch 0.102 0.184 0.131
Baseline 2 mismatches 0.115 0.259 0.159
PFP 0.873 0.535 0.663
NNTox (PFP) 0.801 0.750 0.775
PFP + NNTox(PFP) 0.807 0.781 0.794