Table 4. The overall ACC and AUC (%) of CPAT, CNCI, PLEK, lncScore, and 10-fold cross validation on 5 other species datasets.
Zebrafish |
Fruitfly |
C. elegans |
Rat |
Sheep |
||||||
---|---|---|---|---|---|---|---|---|---|---|
ACC | AUC | ACC | AUC | ACC | AUC | ACC | AUC | ACC | AUC | |
CPAT* | 78.51 | 82.54 | 95.52 | 98.36 | * | * | * | * | * | * |
CPATH | 78.66 | 83.17 | 92.80 | 98.36 | 97.55 | 99.66 | 89.25 | 94.22 | 77.58 | 88.03 |
CPATM | 78.29 | 82.54 | 94.44 | 98.37 | 96.53 | 99.69 | 89.72 | 94.23 | 79.99 | 87.70 |
CNCI | 69.49 | 77.66 | 86.08 | 95.00 | 64.33 | 83.89 | 81.32 | 88.70 | 84.77 | 85.33 |
PLEK | 62.32 | 70.46 | 82.19 | 89.90 | 75.98 | 95.27 | 83.23 | 89.80 | 66.55 | 69.90 |
lncScoreH | 79.25 | 84.95 | 95.54 | 98.67 | 96.41 | 99.33 | 89.28 | 94.41 | 84.77 | 94.28 |
lncScoreM | 79.84 | 85.43 | 96.44 | 98.88 | 97.28 | 99.35 | 89.27 | 94.54 | 82.20 | 93.73 |
10_CV | 79.91 | 86.97 | 96.66 | 98.64 | 98.23 | 99.21 | 89.41 | 93.80 | 92.78 | 96.96 |
CPAT* represents CPAT models for zebrafish and fly. CPATH and CPATM stand for CPAT models for human and mouse, respectively. lncScoreH and lncScoreM refer to the models of lncScore respectively for human and mouse. 10_CV is the abbreviation of 10-fold cross validation.