how to decide energy threshold? how to write code？#6

[糯米君]

code:

fpr, tpr, ood_thre = roc_curve(labels, scores, pos_label=0)

output:

     fpr       tpr   ood_thre

0 0.000000 0.0 0.623103
1 0.001042 0.0 -0.376897
2 1.000000 0.0 -1.332735
3 1.000000 1.0 -24.738714

the output of the roc_curve function did not output a situation where tpr equals 0.95 or above, so the corresponding threshold cannot be determined. How did you implement the method in # 6?

[wetliu]

It should be here: https://github.com/wetliu/energy_ood/blob/master/utils/display_results.py#L69