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. 2017 Feb 19;24(4):781–787. doi: 10.1093/jamia/ocw176

Table 2.

Evaluation metrics for classifier performance on the cancer-HIV dataset

Classifier Precision Recall F2 score
Baseline (regex) 0.70 (0.67–0.74) 0.81 (0.78–0.85) 0.77 (0.74–0.81)
ML 0.87 (0.83–0.91) 0.87 (0.83–0.91) 0.87 (0.83–0.90)
ML + NER 0.90 (0.86–0.94) 0.86 (0.82–0.91) 0.87 (0.83–0.91)