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Table 6 Performance averages obtained by each participant

From: “Determining the efficacy of a machine learning model for measuring periodontal bone loss”

 

Sensitivity

Precision

F1 Score

Specificity

Recall

Macro-Average

     

    General Dentist

0.583

0.273

0.343

0.763

0.713

    Periodontist 1

0.403

0.150

0.163

0.775

0.671

    Periodontist 2

0.739

0.540

0.567

0.889

0.854

    AI Model

0.300

0.146

0.196

0.654

0.642

    Weighted-Average

     

    General Dentist

0.230

0.160

0.180

0.380

0.340

    Periodontist 1

0.100

0.100

0.080

0.410

0.330

    Periodontist 2

0.350

0.330

0.330

0.450

0.430

    AI Model

0.230

0.110

0.150

0.260

0.260

Micro-Average

     

    General Dentist

0.429

0.286

0.343

  

    Periodontist 1

0.190

0.151

0.168

  

    Periodontist 2

0.667

0.571

0.615

  

    AI Model

0.429

0.225

0.295