Table 14.

Confidence intervals of performance measures (×100) and informational odds ratios for models produced by the imbalanced E. coli data set.

	AUC	Precision	Recall	F1	MCC	IOR
CMIM09	70.1 ± 0.9	72.0 ± 1.4	27.1 ± 0.7	39.4 ± 0.9	38.2 ± 0.9	5.2 ± 0.6
mRMR13	71.5 ± 2.4	71.3 ± 5.4	25.0 ± 5.8	37.0 ± 6.8	36.0 ± 5.8	4.7 ± 0.6
Gustafson	71.1 ± 2.3	66.5 ± 4.6	25.5 ± 5.0	36.8 ± 5.2	34.7 ± 4.8	4.9 ± 0.6
N4	69.1 ± 1.8	72.5 ± 1.0	28.0 ± 0.6	40.4 ± 0.7	39.1 ± 0.7	5.5 ± 0.6
N5	69.0 ± 2.0	73.7 ± 1.4	29.5 ± 0.8	42.1 ± 0.9	40.7 ± 1.0	5.7 ± 0.6
N6	70.1 ± 1.7	74.2 ± 1.4	28.7 ± 0.9	41.4 ± 1.1	40.3 ± 1.0	5.7 ± 0.6
N7	71.4 ± 1.4	73.5 ± 1.3	27.5 ± 0.7	40.0 ± 0.9	39.2 ± 0.9	5.5 ± 0.6
N8	70.5 ± 1.3	74.2 ± 1.1	28.8 ± 0.8	41.5 ± 0.9	40.5 ± 0.9	5.7 ± 0.6
N9	70.7 ± 1.5	72.6 ± 1.4	29.3 ± 1.0	41.7 ± 1.2	40.1 ± 1.2	5.6 ± 0.6
N10	71.1 ± 1.5	72.4 ± 1.6	29.4 ± 1.0	41.8 ± 1.1	40.1 ± 1.2	5.6 ± 0.6
N11	71.4 ± 1.4	73.2 ± 1.3	27.8 ± 0.8	40.3 ± 1.0	39.3 ± 1.0	5.5 ± 0.6
N12	71.2 ± 1.4	72.5 ± 1.9	29.2 ± 1.1	41.6 ± 1.2	40.0 ± 1.3	5.6 ± 0.6
N13	71.4 ± 1.3	73.3 ± 1.8	28.7 ± 1.2	41.3 ± 1.4	40.0 ± 1.4	5.6 ± 0.6
N80	71.6 ± 0.9	67.7 ± 2.1	23.7 ± 1.3	35.2 ± 1.6	33.9 ± 1.6	4.9 ± 0.6