A clinical decision model based on machine learning for ptosis

BMC Ophthalmology

Table 1 Diagnostic discrimination (whether or not suffering from ptosis) and of surgical procedure classification (using levator muscle resection or frontalis suspension)

Scheme	Diagnostic discrimination			Surgical procedure classification
Scheme	3D	2D	Both	3D	2D	Both
ACC	0.8478	0.8043	0.8261	0.8182	0.8182	0.8182
AUC	0.833	0.759	0.795	0.817	0.773	0.833
F1-score	0.8889	0.8615	0.8824	0.8333	0.7000	0.8000
Precision	0.9032	0.8485	0.8333	0.8333	0.7778	1.0000
Recall	0.8750	0.8750	0.9375	0.8333	0.6364	0.6667

ISSN: 1471-2415