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Table 4 Precision, Recall and F-score for individual categories across the top eight genes.

From: Identifying the status of genetic lesions in cancer clinical trial documents using machine learning

  Two-stage classifier Single-stage classifier
Category Precision Recall F-score Precision Recall F-score
Genetic lesion detected 75.4% 92.0% 82.9% 78.4% 89.4% 83.5%
Genetic lesion not detected 90.2% 78.0% 83.7% 89.4% 78.0% 83.3%
Genetic lesion mentioned 78.5% 60.9% 68.6% 83.5% 55.1% 66.4%
Gene only 66.7% 16.0% 25.8% 60.0% 12.0% 20.0%
Drug 91.0% 90.3% 90.6% 82.0% 95.2% 88.1%
Others 100% 93.8% 96.8% 100% 94.3% 97.1%