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Table 4 Performance of machine learning system on seven-topic classification

From: Generating real-world evidence from unstructured clinical notes to examine clinical utility of genetic tests: use case in BRCAness

Class Precision Recall F-Measure
Information 0.714 0.645 0.678
Evaluation 0.911 0.895 0.903
Insurance 1 0.625 0.769
Order 1 0.5 0.667
Positive 0.707 0.829 0.763
Negative 0.789 0.909 0.845
VUS 0.92 0.958 0.939
Overall—ML 0.833 0.823 0.82
Overall—rule 0.87 0.93 0.91