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. 2020 Aug 14;8(3):272. doi: 10.3390/healthcare8030272

Table 4.

Traditional machine learning approach results for Model-2 (Low vs. High severity prediction). Reported results are macro averaged. MLB: majority label baseline.

Models Data Source Precision Recall F1-Score
Random 0.50 0.50 0.50
MLB Baseline VHA 0.33 0.50 0.40
VCU 0.458 0.500 0.478
SVM-Linear VHA 0.80 0.77 0.78
VCU 0.458 0.500 0.478