# How to report neural network training results

I'm writing on my first scientific paper and I'm a little bit lost how to report my results: I have trained a neural network to identify a disease risk group from genetic data. In a monte-carlo simulation the results of my training processes are a little bit unstable over different training \ test samples:

Accuracy:
Min.  1st Qu.  Median    Mean   3rd Qu.   Max.
0.47  0.69     0.77      0.76   0.83      0.94

ROC-AUC:
Min.  1st Qu.  Median    Mean   3rd Qu.  Max.
0.29  0.57     0.79      0.72   0.88     0.96


Overall I'm very happy with the results but how should I report those results? Should I discuss a single model \ test \ training sample combination more closely? If so, which? Do you have tips, what to avoid in any case? Thanks in advance!