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. 2022 Sep 9;101(36):e30216. doi: 10.1097/MD.0000000000030216

Table 3.

Random Forest Classification report: (A) UC and (B) CD.

Precision Recall f1-score Support
(A) UC
 1 (North American) 0.87 0.81 0.84 16
 2 (Chilean) 0.85 0.89 0.87 19
 Accuracy 0.86 35
 Macro average 0.86 0.85 0.86 35
 Weighted average 0.86 0.86 0.86 35
(B) CD
 1 (North American) 0.62 0.83 0.71 6
 2 (Chilean) 0.91 0.77 0.83 13
 Accuracy 0.79 19
 Macro average 0.77 0.80 0.77 19
 Weighted average 0.82 0.79 0.80 19

CD = Crohn disease, UC = ulcerative colitis.