Table 4.
Experiment | Kallisto | Kallisto (bias) | Salmon | Salmon (bias) | eXpress | eXpress (bias) | RSEM | RSEM (bias) | BaseEM | IntMTQ | |
---|---|---|---|---|---|---|---|---|---|---|---|
E1 | ARI | 0.032 | 0.135 | 0.209 | 0.150 | 0.142 | 0.171 | 0.092 | 0.067 | 0.152 | 0.251 |
NMI | 0.187 | 0.295 | 0.417 | 0.351 | 0.329 | 0.355 | 0.293 | 0.273 | 0.342 | 0.390 | |
E2 | ARI | 0.267 | 0.267 | 0.267 | 0.267 | 0.267 | 0.267 | 0.267 | 0.267 | 0.267 | 0.310 |
NMI | 0.543 | 0.543 | 0.543 | 0.543 | 0.543 | 0.543 | 0.543 | 0.543 | 0.543 | 0.569 | |
E3 | ARI | 0.094 | 0.272 | 0.252 | 0.171 | 0.137 | 0.035 | 0.137 | 0.095 | 0.137 | 0.158 |
NMI | 0.300 | 0.464 | 0.482 | 0.406 | 0.369 | 0.261 | 0.369 | 0.296 | 0.369 | 0.419 |
Note: (bias) means the baseline methods were performed with sequence-specific bias correction. The best results across the ten methods are bold.