TABLE 6.

Calculation formula of the machine learning in the eight pathogens.

Pathogen	Calculation formula
A. baumannii	logit = −2.9338 x King Genus Rank Ratio + −0.0867 x In Genus Rank + 1.5019 x Double Discard reads + −3.0728
K. pneumoniae	logit = −3.0426 x King Genus Rank Ratio + 1.1003 x Double Discard reads + −1.0055 x In Genus Rank + −3.9922
S. pneumoniae	logit = −1.9131 x In Genus Rank + 1.6708 x Double Discard reads + −1.5241 x Genus Rank Ratio + −3.3444
S. aureus	logit = −1.9353 x In Genus Rank + 0.8833 x Double Discard reads + −1.9196 x King Genus Rank Ratio + −3.1245
H. influenzae	logit = −1.8315 x In Genus Rank + −2.3154 x King Genus Rank Ratio + 0.8692 x Double Discard reads + −3.1204
S. maltophilia	logit = −3.6216 x King Genus Rank Ratio + 1.2770 x In Genus Rank + 1.0065 x Double Discard reads + −2.9445
P. aeruginosa	logit = 1.6085 x Double Discard reads + −2.4081 x King Genus Rank Ratio + −1.3008 x In Genus Rank + −2.4765
A. fumigatus	logit = −2.7780 x Genus Rank Ratio + −1.3057 x In Genus Rank + 0.0499 x Double Discard reads + −4.5830