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Table 3 S. aureus study: validation results

From: Predicting bacterial resistance from whole-genome sequences using k-mers and stability selection

 

Stability

Mykrobe

 

k-mers

sensi.

speci.

sensi.

speci.

ciprofloxacin

1 (18)

89.2 (7.5)

99.8 (0.5)

95.4 (5.1)

99.8 (0.5)

erythromycin

3 (8)

96.2 (4.2)

99.5 (0.7)

98.7 (2.5)

100 (0)

fusidic acid

3 (26)

78 (12.7)

100 (0)

100 (0)

99.1 (0)

methicillin

1 (1)

98.1 (3.6)

100 (0)

100 (0)

100 (0)

penicillin

1 (1)

99.7 (0.5)

88.3 (6.5)

99.7 (0.5)

88.3 (6.5)

tetracyclin

5 (7)

100 (0)

99.8 (0.4)

100 (0)

99.8 (0.4)

  1. R / S: number of R/S strains. Stability: sensitivity (sensi.) and specificity (speci.) values obtained with the stability-based final models. Mykrobe: sensitivity and specificity values obtained with the Mykrobe predictor. Figures into brackets correspond to half of the width of the 95% confidence intervals (CI) that shoud be added and substrated to get the upper and lower bound of the 95% CI