Table 1. Average performance in terms of the AUC and AUC01 values of the three methods: Max-Freq, Shannon, and Kullback-Leibler described to measure conservation.
Conservation measure | Max-Freq | Shannon | Kullback-Leibler | |||
AUC | AUC01 | AUC | AUC01 | AUC | AUC01 | |
Raw | 0.874 | 0.458 | 0.880 | 0.464 | 0.892 | 0.485 |
C | 0.870 | 0.461 | 0.876 | 0.465 | 0.890 | 0.502 |
L | 0.857 | 0.380 | 0.852 | 0.371 | 0.877 | 0.437 |
Cl | 0.847 | 0.353 | 0.837 | 0.335 | 0.868 | 0.411 |
Each measurement is applied under four conditions defined by sequence weighting using clustering (c); pseudo count correction using low counts (l), the combination of the two (cl), and no correction (raw). In bold is highlighted the method with the highest performance for each performance measure.