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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

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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