From: IRFinder-S: a comprehensive suite to discover and explore intron retention
Method | Excl. | TP | TN | FP | FN | TPR | TNR | PPV | Acc. | FDR |
---|---|---|---|---|---|---|---|---|---|---|
A. EMT test results | ||||||||||
IRFinder | 25989 | 695 | 95198 | 428 | 138 | 0.83 | 0.99 | 0.62 | 0.98 | 0.38 |
IRFinder-S | 25989 | 673 | 35515 | 111 | 160 | 0.81 | 1.00 | 0.86 | 0.99 | 0.14 |
iREAD | 28221 | 18 | 33994 | 86 | 129 | 0.12 | 1.00 | 0.17 | 0.99 | 0.83 |
Whippet | 59822 | 443 | 1978 | 87 | 118 | 0.79 | 0.96 | 0.84 | 0.92 | 0.16 |
MAJIQ | 30179 | 388 | 29572 | 1951 | 358 | 0.52 | 0.94 | 0.17 | 0.93 | 0.83 |
B. GM12878 test results | ||||||||||
IRFinder | 30943 | 1228 | 50720 | 729 | 185 | 0.87 | 0.99 | 0.63 | 0.98 | 0.37 |
IRFinder-S | 30943 | 1077 | 51123 | 326 | 336 | 0.76 | 0.99 | 0.77 | 0.99 | 0.23 |
iREAD | 37905 | 71 | 45501 | 179 | 149 | 0.32 | 1.00 | 0.28 | 0.99 | 0.72 |
Whippet | 80125 | 772 | 2459 | 347 | 102 | 0.88 | 0.88 | 0.69 | 0.88 | 0.31 |
MAJIQ | 50932 | 826 | 30626 | 917 | 504 | 0.62 | 0.97 | 0.47 | 0.96 | 0.53 |