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. 2023 Feb 1;32(2):e4555. doi: 10.1002/pro.4555

TABLE 2.

Classification results of QuoteTarget on the FDA‐approved drug target dataset

Dataset Acc Precision F1 Mcc Sensitivity Specificity

5‐fold

cross‐validation

App‐Pfam 0.94 ± 0.00 0.91 ± 0.01 0.86 ± 0.01 0.82 ± 0.01 0.81 ± 0.02 0.98 ± 0.00
App‐Evalue0.001 0.95 ± 0.00 0.91 ± 0.01 0.86 ± 0.01 0.83 ± 0.01 0.82 ± 0.02 0.98 ± 0.00
App‐Evalue1 0.94 ± 0.00 0.91 ± 0.03 0.87 ± 0.01 0.83 ± 0.01 0.84 ± 0.02 0.97 ± 0.01
App‐Evalue10 0.93 ± 0.00 0.92 ± 0.02 0.89 ± 0.01 0.84 ± 0.01 0.87 ± 0.01 0.96 ± 0.01
External Test App‐Pfam 0.95 ± 0.00 0.93 ± 0.01 0.87 ± 0.01 0.84 ± 0.01 0.81 ± 0.02 0.98 ± 0.00
App‐Evalue0.001 0.96 ± 0.00 0.89 ± 0.02 0.88 ± 0.01 0.86 ± 0.01 0.87 ± 0.01 0.97 ± 0.00
App‐Evalue1 0.95 ± 0.00 0.94 ± 0.02 0.89 ± 0.01 0.86 ± 0.01 0.84 ± 0.03 0.98 ± 0.01
App‐Evalue10 0.93 ± 0.00 0.93 ± 0.01 0.90 ± 0.01 0.85 ± 0.01 0.87 ± 0.02 0.97 ± 0.01

Note: The indexes in the table are the mean values and standard deviations are from the 5‐fold cross‐validation.