Table 1 Detailed experimental results. The columns, from left to right are: data set id, description (tissue, ages), # individuals, running time (minutes) under the closed form - T(CF), running time (minutes) under the linear algebra operations - T(LA), residuals sum of square (RSS) under MC, RSS under EPM, χ2, Degree of freedom for χ2. All p-values of χ2 are below 10−6
Data Set | Description | n | T(CF) | T(LA) | RSSMC | RSSEPM | χ2 | DF |
|---|---|---|---|---|---|---|---|---|
GSE87571 | Adults, Blood | 366 | 2.4 | 745 | 29.9145 | 25.6283 | 2716.8 | 366 |
GSE40279 | Adults, Blood | 656 | 5.63 | NA | 142.265 | 115.3552 | 13479.5 | 656 |
GSE64495 | Human, All Ages, Blood | 113 | 0.7 | 254 | 258.333 | 203.851 | 26765.0 | 113 |
GSE60132 | Human, All Ages, Blood | 192 | 1.8 | 346 | 19498.871 | 17122.519 | 24952.7 | 192 |
GSE74193 | Human, All Ages, Brain development | 675 | 7.16 | NA | 1614.285 | 712.837 | 551740.8 | 675 |
GSE36064 | Children Blood | 78 | 0.52 | 193 | 166.774 | 148.41 | 9099.3 | 78 |