|
LOOCV errors for three-class classification with PGA data: all patients. |
||||||||||||||||||||
| # of top genes |
Normal vs other |
Isch vs other |
Idio vs other |
Overall |
||||||||||||||||
|
|
||||||||||||||||||||
| PPLS |
PLS |
sc |
LSO |
RF |
PPLS |
PLS |
SC |
LSO |
RF |
PPLS |
PLS |
SC |
LSO |
RF |
PPLS |
PLS |
SC |
LSO |
RF |
|
|
|
||||||||||||||||||||
| 50 |
0 |
0 |
0 |
0 |
0 |
3 |
1 |
2 |
2 |
1 |
5 |
1 |
5 |
1 |
2 |
2 |
1 |
1 |
1 |
1 |
| 100 |
0 |
0 |
0 |
0 |
0 |
4 |
2 |
3 |
1 |
2 |
3 |
1 |
3 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
| 200 |
0 |
0 |
0 |
1 |
0 |
5 |
1 |
2 |
1 |
2 |
2 |
2 |
2 |
2 |
1 |
1 |
1 |
1 |
2 |
1 |
| 400 |
0 |
0 |
0 |
0 |
0 |
3 |
1 |
2 |
4 |
2 |
2 |
1 |
2 |
2 |
2 |
2 |
1 |
1 |
2 |
1 |
| 800 |
0 |
0 |
0 |
0 |
0 |
3 |
1 |
2 |
1 |
2 |
2 |
1 |
2 |
2 |
2 |
2 |
1 |
1 |
1 |
1 |
| 1600 |
0 |
0 |
1 |
0 |
0 |
2 |
1 |
2 |
1 |
2 |
2 |
2 |
2 |
2 |
2 |
2 |
1 |
1 |
2 |
1 |
| 3200 |
0 |
0 |
2 |
0 |
0 |
3 |
2 |
2 |
2 |
2 |
2 |
3 |
3 |
2 |
2 |
2 |
2 |
1 |
2 |
1 |
| 6400 |
0 |
0 |
2 |
0 |
0 |
3 |
2 |
2 |
1 |
2 |
2 |
2 |
3 |
2 |
2 |
2 |
2 |
2 |
2 |
1 |
| 9600 |
0 |
0 |
0 |
0 |
0 |
2 |
1 |
2 |
1 |
2 |
3 |
2 |
2 |
2 |
2 |
2 |
1 |
1 |
2 |
1 |
| 12800 |
0 |
0 |
0 |
0 |
0 |
3 |
1 |
2 |
1 |
2 |
3 |
2 |
2 |
2 |
2 |
1 |
1 |
1 |
2 |
1 |
| 16000 |
0 |
0 |
0 |
0 |
0 |
2 |
1 |
2 |
1 |
2 |
3 |
2 |
2 |
2 |
2 |
1 |
1 |
1 |
2 |
1 |
| 19200 |
0 |
0 |
0 |
0 |
0 |
2 |
1 |
2 |
1 |
2 |
2 |
1 |
2 |
2 |
2 |
1 |
1 |
1 |
2 |
1 |
| 22277 |
0 |
0 |
0 |
0 |
0 |
2 |
1 |
2 |
1 |
2 |
2 |
1 |
2 |
2 |
2 |
1 |
1 |
1 |
2 |
1 |
Huang et al. BMC Bioinformatics 2005 6:205 doi:10.1186/1471-2105-6-205 |
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