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. 2018 Nov 7;9(12):6038–6052. doi: 10.1364/BOE.9.006038

Table 3. Fraction of subjects correctly classified during cross-validation – Automatic vs Manual (bold indicates highest performing metric among algorithms).

Threshold 33
34
35
36
37
38
Method a A LV A LV A LV A LV A LV A LV
Precision 0.70 0.80 0.76 0.87 0.81 0.79 0.82 0.83 0.85 0.81 0.83 0.73
Recall 0.37 0.42 0.70 0.48 0.69 0.42 0.69 0.49 0.62 0.64 0.64 0.80
DSC 0.48 0.55 0.73 0.62 0.75 0.55 0.75 0.61 0.72 0.71 0.72 0.77
Accuracy 0.88 0.90 0.89 0.87 0.86 0.80 0.85 0.81 0.81 0.81 0.78 0.78

a A = automatic, LV = manual linear regression-based method