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Table 3 Model prediction accuracy of each output variable

From: Prediction of orthognathic surgery plan from 3D cephalometric analysis via deep learning

Output variables

Validation set

Clinical test set

R2 Score

MAE(mm)

R2 Score

MAE(mm)

A-CP

0.7274

1.0312

0.4645

1.2530

A-HP

0.3354

1.1822

0.1858

1.1594

UI-CP

0.7778

1.9016

0.4424

1.0810

UI-HP

0.6354

1.5137

0.2256

1.2071

LI-CP

0.8589

1.3247

0.8759

1.1614

LI-HP

0.7176

1.2836

0.6118

1.1582

B-CP

0.7801

2.4293

0.8558

1.4263

B-HP

0.7023

1.2707

0.1924

1.6661

Pog-CP

0.6123

1.1507

0.8911

1.7965

Pog-HP

0.4542

1.0494

0.4147

1.5325