Table 1 Classification accuracy for each model
From: Emotion regulation in bipolar disorder type-I: multivariate analysis of fMRI data
Classification | Balanced accuracy (%) | Sensitivity | Specificity |
|---|---|---|---|
HC | |||
Negative decrease versus negative look | 64.71 (p = 0.005) | 63.24 | 66.18 |
Neutral decrease versus neutral look | 63.24 (p = 0.012) | 67.65 | 58.82 |
BD | |||
Negative decrease versus negative look | 71.05 (p = 0.001) | 69.74 | 72.37 |
Neutral decrease versus neutral look | 75.00 (p = 0.001) | 75.00 | 75.00 |
HC versus BD | |||
Negative decrease | 60.84 (p = 0.014) | 65.79 | 55.88 |
Neutral decrease | 59.60 (p = 0.018) | 61.84 | 57.35 |
Negative look | 48.14 (p = 0.511) | 56.58 | 39.71 |
Neutral look | 42.41 (p = 0.861) | 53.95 | 30.88 |