Table 2 Accuracy metrics of LDA predicting the diagnosis of patients based on age, gender, and time of admission at the hospital
From: Limited predictive value of admission time in clinical psychiatry
Diagnostic Group | |||||||||
|---|---|---|---|---|---|---|---|---|---|
F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | |
Sensitivity | 0.84 | 0.05 | 0.48 | 0.0 | 0.0 | 0.11 | 0.0 | 0.0 | 0.0 |
Specificity | 0.41 | 1.0 | 0.79 | 0.99 | 1.0 | 0.97 | 1.0 | 0.99 | 1.0 |
Pos. Pred. Value | 0.46 | 0.0 | 0.41 | 0.14 | 0.0 | 0.34 | 0.0 | 0.0 | 0.0 |
Neg. Pred. Value | 0.81 | 0.84 | 0.83 | 0.88 | 0.98 | 0.94 | 0.98 | 0.99 | 0.99 |
Prevalence | 0.37 | 0.16 | 0.23 | 0.12 | 0.02 | 0.07 | 0.01 | 0.01 | 0.0 |
Detection Rate | 0.31 | 0.01 | 0.13 | 0.0 | 0.0 | 0.01 | 0.0 | 0.0 | 0.0 |
Detection Prevalence | 0.69 | 0.02 | 0.27 | 0.0 | 0.0 | 0.04 | 0.0 | 0.0 | 0.0 |
Balanced Accuracy | 0.62 | 0.52 | 0.63 | 0.5 | 0.5 | 0.58 | 0.5 | 0.5 | 0.5 |