Fold 1 - Accuracy: 0.7214, AUC-ROC: 0.7821
Fold 2 - Accuracy: 0.7429, AUC-ROC: 0.7670
Fold 3 - Accuracy: 0.6929, AUC-ROC: 0.7027
Fold 4 - Accuracy: 0.6857, AUC-ROC: 0.7232
Fold 5 - Accuracy: 0.6978, AUC-ROC: 0.7258
Fold 6 - Accuracy: 0.6619, AUC-ROC: 0.6485
Fold 7 - Accuracy: 0.7122, AUC-ROC: 0.8080
Fold 8 - Accuracy: 0.6978, AUC-ROC: 0.7426
Fold 9 - Accuracy: 0.7122, AUC-ROC: 0.7711
Fold 10 - Accuracy: 0.6835, AUC-ROC: 0.7403

Average Accuracy: 0.7008
Average AUC-ROC: 0.7411

Top 10 Features:
                       Feature  Importance
3756  cpi_9606.ENSP00000308541    0.007829
695   cpi_9606.ENSP00000231509    0.004875
4960  cpi_9606.ENSP00000337915    0.004735
5739  cpi_9606.ENSP00000351686    0.004527
6336  cpi_9606.ENSP00000358301    0.003520
339   cpi_9606.ENSP00000218548    0.003373
2208  cpi_9606.ENSP00000267119    0.003371
5927  cpi_9606.ENSP00000354522    0.003306
34    cpi_9606.ENSP00000011653    0.003305
2677  cpi_9606.ENSP00000283916    0.003293