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. 2021 Oct 16;10(20):4745. doi: 10.3390/jcm10204745

Table 4.

Metrics for the random forest Machine Learning model for UC prediction.

Precision Recall F1-Score Support
no disease (0) 0.86 0.73 0.79 94
UC present (1) 0.77 0.89 0.83 96
accuracy - - 0.81 190
macro average 0.82 0.81 0.81 190
weighted average 0.82 0.81 0.81 190

UC, ulcerative colitis.