Table 3.
External (Control vs. Yoga) | Internal (Pre vs. Post) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Model | Classifier | AUC | Acc. | Precision | AUC | Acc. | Precision | ||||
Leave One Out | DT | 0.77 | 0.67 | 0.69 | 0.67 | 0.67 | 0.78 | 0.73 | 0.74 | 0.73 | 0.73 |
RF | 0.82 | 0.80 | 0.80 | 0.80 | 0.73 | 0.71 | 0.62 | 0.62 | 0.62 | 0.62 | |
AB | 0.70 | 0.72 | 0.72 | 0.72 | 0.68 | 0.64 | 0.64 | 0.64 | 0.64 | 0.64 | |
CV-3 | DT | 0.80 | 0.79 | 0.79 | 0.79 | 0.77 | 0.68 | 0.65 | 0.65 | 0.65 | 0.66 |
RF | 0.84 | 0.78 | 0.77 | 0.78 | 0.72 | 0.72 | 0.67 | 0.67 | 0.67 | 0.67 | |
AB | 0.69 | 0.72 | 0.72 | 0.72 | 0.67 | 0.75 | 0.75 | 0.75 | 0.75 | 0.75 | |
CV-5 | DT | 0.80 | 0.79 | 0.79 | 0.79 | 0.77 | 0.68 | 0.59 | 0.59 | 0.59 | 0.59 |
RF | 0.84 | 0.78 | 0.77 | 0.78 | 0.72 | 0.71 | 0.64 | 0.64 | 0.64 | 0.64 | |
AB | 0.69 | 0.72 | 0.72 | 0.72 | 0.67 | 0.70 | 0.70 | 0.70 | 0.70 | 0.70 | |
Mean | 0.77 | 0.75 | 0.75 | 0.75 | 0.71 | 0.71 | 0.66 | 0.67 | 0.66 | 0.67 | |
Standard Deviation | 0.057 | 0.041 | 0.036 | 0.041 | 0.038 | 0.039 | 0.051 | 0.050 | 0.051 | 0.051 | |
Variance | 0.003 | 0.002 | 0.001 | 0.002 | 0.001 | 0.002 | 0.003 | 0.003 | 0.003 | 0.003 |