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Table 6 Classification performance on a held-out test set

From: Accurate digital quantification of tau pathology in progressive supranuclear palsy

Region

Precision

Recall

F1-score

Algorithm & rater 1

Rater 1 & 2

Cortex

0.98

0.96

0.97

0.94

0.96

Putamen

0.97

0.98

0.98

0.97

0.99

Subthalamic nucleus

0.91

0.94

0.92

0.87

1.00

Globus pallidus

0.95

0.96

0.96

0.93

0.99

Dentate nucleus

0.91

0.95

0.93

0.97

1.00

  1. Precision, recall and F1-score are reported and supplemented with Cohen’s kappa to show agreement between the raters (algorithm, rater 1, rater 2)