Table 2 Classification Performance. Performance metrics ± standard deviation values for the living cells and atopic dermatitis detection tasks. PPV – Positive predictive value; NPV – Negative predictive value.
From: Artificial Intelligence in Multiphoton Tomography: Atopic Dermatitis Diagnosis
Living Cells | Atopic Dermatitis | |
|---|---|---|
Accuracy | 0.910 ± 0.002 | 0.970 ± 0.002 |
Balanced Accuracy | 0.906 ± 0.003 | 0.972 ± 0.003 |
Sensitivity | 0.884 ± 0.004 | 0.966 ± 0.003 |
Specificity | 0.927 ± 0.002 | 0.977 ± 0.003 |
PPV | 0.884 ± 0.003 | 0.984 ± 0.002 |
NPV | 0.927 ± 0.002 | 0.952 ± 0.004 |
F1-score | 0.927 ± 0.001 | 0.964 ± 0.002 |
