| Held-out dataset,Training samples,Test samples,Control,PD,ACC,BACC,AUC,Precision,Recall,F1 | |
| GSE57475,569,142,49,93,0.6549,0.5000,0.6482,0.6549,1.0000,0.7915 | |
| GSE6613,639,72,22,50,0.6250,0.6918,0.8009,0.8966,0.5200,0.6582 | |
| GSE72267,652,59,19,40,0.6780,0.5000,0.7895,0.6780,1.0000,0.8081 | |
| GSE99039,273,438,233,205,0.6233,0.6105,0.6814,0.6562,0.4098,0.5045 | |
| Mean ± SD,-,-,-,-,0.6453 ± 0.0262,0.5756 ± 0.0934,0.7300 ± 0.0766,0.7214 ± 0.1172,0.7324 ± 0.3122,0.6906 ± 0.1410 | |