Choice of intraoperative ultrasound adjuncts for brain tumor surgery

Table 7 Performance of all models

Model	Accuracy (%)	AUC ROC (%)	AUC PR (%)
LR Full	70	70	75
RF Full	66	72	79
LR Spherical	66	74	82
RF Spherical	69	72	75
LR-Surgeon’s Exp removed	56	63	74
RF-Surgeon’s Exp removed	57	64	73
LR-Surgeon 1 group	70	76	72
RF-Surgeon 1 group	81	89	97
LR-Surgeon 2 group	71	79	80
RF-Surgeon 2 group	74	80	82
LR-PMD Spherical	64	71	77
RF-PMD Spherical	64	77	83
LR-PMD Spherical Surgeon 1	70	77	75
RF-PMD Spherical Surgeon 1	71	78	76
LR-PMD Spherical Surgeon 2	62	76	77
RF-PMD Spherical Surgeon 2	59	70	71
LR-GMD Spherical	64	70	76
RF-GMD Spherical	64	80	85
LR-GMD Spherical Surgeon 1	65	78	75
RF-GMD Spherical Surgeon 1	71	72	70

AUC ROC denotes area under the receiver operating characteristic curve whereas AUC PR denotes area under the precision-recall curve

ISSN: 1472-6947