From: Development of a classification scheme for disease-related enzyme information
Category | Preprocessing mode | F1 score | MCC | AUC |
---|---|---|---|---|
therapeutic application | a | 0.802 ± 0.032 | 0.583 ± 0.076 | 0.878 ± 0.040 |
ongoing research | a | 0.733 ± 0.024 | 0.395 ± 0.058 | 0.752 ± 0.037 |
diagnostic usage | a | 0.738 ± 0.032 | 0.430 ± 0.074 | 0.784 ± 0.032 |
causal interaction | a | 0.743 ± 0.009 | 0.429 ± 0.023 | 0.788 ± 0.020 |
therapeutic application | b | 0.792 ± 0.016 | 0.548 ± 0.041 | 0.878 ± 0.038 |
ongoing research | b | 0.744 ± 0.020 | 0.427 ± 0.051 | 0.752 ± 0.037 |
diagnostic usage | b | 0.732 ± 0.022 | 0.412 ± 0.075 | 0.783 ± 0.033 |
causal interaction | b | 0.742 ± 0.010 | 0.428 ± 0.024 | 0.786 ± 0.020 |