Table 3:

Accuracies of Machine Learning Classification Criteria on Validation Set and of Masked Examiner Using Final Rules on 10% Random Sample of Cases^†

Uveitis Anatomic Class	Number Diseases	Validation Set Machine Learning Classification Criteria		Masked Examiner Evaluation of Final Rules on 10% Random Sample
		Accuracy	95% CI	Accuracy	95% CI
Anterior uveitides	9	96.7	92.4, 98.6	96.5	91.4, 98.6
Intermediate uveitides	5	99.3	96.1, 99.9	98.4	91.5, 99.7
Posterior uveitides	9	98.0	94.3, 99.3	99.2	95.4, 99.9
Panuveitides	7	94.0	89.0, 96.8	98.9	94.3, 99.8
Infectious posterior or panuveitides	5	93.3	89.1, 96.3	98.8	93.4, 99.9

^†Adapted from Standardization of Uveitis Nomenclature (SUN) Working Group. Development of classification criteria for the uveitides. Am J Ophthalmol 2021;228:96–116. Used with permission.