Table 1.
Computational time required by MDR, RF and 2LOmb to analyse small-scaled simulated data sets with different numbers of available SNPs, different numbers of causative SNPs and different ratios of case samples from two affected groups
|
Number of |
Ratio |
Computational time (sec) |
||||
|---|---|---|---|---|---|---|
|
causative |
of case |
MDR |
RF |
2LOmb |
||
| SNPs | samples | 20 SNPs | 20 SNPs | 1,000 SNPs | 20 SNPs | 1,000 SNPs |
| 2&2 |
1:3 |
6,505 |
2 |
539 |
5 |
24 |
| |
1:1 |
6,434 |
2 |
529 |
6 |
23 |
| 3&3 |
1:3 |
6,573 |
2 |
529 |
13 |
32 |
| |
1:1 |
6,611 |
2 |
531 |
14 |
32 |
| 4&4 |
1:3 |
6,372 |
2 |
534 |
32 |
45 |
| |
1:1 |
6,528 |
2 |
538 |
27 |
46 |
| 2&3 |
1:3 |
6,637 |
2 |
529 |
12 |
32 |
| |
1:1 |
6,644 |
3 |
527 |
10 |
30 |
| |
3:1 |
6,776 |
2 |
528 |
10 |
28 |
| 2&4 |
1:3 |
6,513 |
2 |
525 |
16 |
35 |
| |
1:1 |
6,637 |
2 |
528 |
16 |
35 |
| |
3:1 |
6,599 |
2 |
528 |
18 |
34 |
| 3&4 |
1:3 |
6,369 |
2 |
526 |
22 |
38 |
| |
1:1 |
6,410 |
2 |
530 |
25 |
45 |
| 3:1 | 6,435 | 2 | 528 | 22 | 38 | |
The simulation is carried out on a computer server. The computer server is equipped with a Xeon 2.66 GHz quad-core processor and 4GB of main memory. A CentOS 5.5 operating system is installed on the computer server. The computational time is collected from the processing of multiple independent data sets for each simulation setting. The displayed time is the maximum time required by each algorithm to analyse one data set.