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Table 8 Machine learning experiment test results on the separated exonic and intronic mutations

From: Statistical representation models for mutation information within genomic data

Mutation Set Accuracy F-Score Precision Recall Roc-Auc FPR
exonic 54.56 ± 1.18 55.52 ± 0.96 56.52 ± 0.83 54.56 ± 1.18 0.67 ± 0.01 5.44 ± 0.17
intronic 74.39 ± 1.58 75.54 ± 1.30 76.74 ± 1.10 74.39 ± 1.58 0.83 ± 0.01 2.91 ± 0.33
all 76.44 ± 0.66 76.95 ± 0.68 77.48 ± 0.78 76.44 ± 0.66 0.86 ± 0.02 2.75 ± 0.13