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. 2022 Dec 12;9(12):793. doi: 10.3390/bioengineering9120793

Table 3.

Anxiety results of the various performance indicators for internal (pre vs. post) and External (control vs. yoga group).

External (Control vs. Yoga) Internal (Pre vs. Post)
Model Classifier AUC Acc. Precision Sn Sp AUC Acc. Precision Sn Sp
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