Table 3 Comparing OLCS-Ranker with CRanker algorithm
From: A cost-sensitive online learning method for peptide identification
Dataset | Method | #PSMs | \(\frac {test}{total} \) | RAM (Mb) | time (s) |
|---|---|---|---|---|---|
Yeast | CRanker | 1386 | 0.339 | 1503.6 | 667.8 |
OLCS-Ranker | 1387 | 0.320 | 87.2 | 16.9 | |
Ups1 | CRanker | 510 | 0.272 | 2034.0 | 1507.0 |
OLCS-Ranker | 477 | 0.334 | 160.2 | 19.3 | |
Tal08 | CRanker | 1030 | 0.306 | 2347.9 | 1579.6 |
OLCS-Ranker | 1150 | 0.342 | 28.9 | 26.0 | |
Tal08-large | CRanker | 15531 | 0.334 | 6107.9 | 10090.1 |
OLCS-Ranker | 15863 | 0.331 | 601.0 | 116.7 | |
Velos-mips | CRanker | 117301 | 0.334 | 6123.1 | 9052.9 |
OLCS-Ranker | 118266 | 0.333 | 699.3 | 495.5 | |
Velos-nomips | CRanker | 170092 | 0.332 | 6128.9 | 11478.5 |
OLCS-Ranker | 172445 | 0.333 | 395.7 | 754.3 |