Table 5 Performance metrics obtained by each participant
From: “Determining the efficacy of a machine learning model for measuring periodontal bone loss”
Stage 1 | Stage 2 | Stage 3/4 | |
|---|---|---|---|
Sensitivity | |||
General Dentist | 0.417 | 0.333 | 1.000 |
Periodontist 1 | 0.208 | 0.000 | 1.000 |
Periodontist 2 | 0.750 | 0.467 | 1.000 |
AI Model | 0.500 | 0.400 | 0.000 |
Specificity | |||
General Dentist | 0.696 | 0.723 | 0.870 |
Periodontist 1 | 0.804 | 0.769 | 0.753 |
Periodontist 2 | 0.804 | 0.954 | 0.909 |
AI Model | 0.393 | 0.569 | 1.000 |
Recall | |||
General Dentist | 0.613 | 0.650 | 0.875 |
Periodontist 1 | 0.625 | 0.625 | 0.763 |
Periodontist 2 | 0.788 | 0.863 | 0.913 |
AI Model | 0.425 | 0.538 | 0.963 |
Precision | |||
General Dentist | 0.370 | 0.217 | 0.231 |
Periodontist 1 | 0.313 | 0.000 | 0.136 |
Periodontist 2 | 0.621 | 0.700 | 0.300 |
AI Model | 0.261 | 0.176 | 0.000 |
F1 Score | |||
General Dentist | 0.392 | 0.263 | 0.375 |
Periodontist 1 | 0.250 | 0.000 | 0.240 |
Periodontist 2 | 0.679 | 0.560 | 0.462 |
AI Model | 0.343 | 0.245 | 0.000 |