typo in notebooks/multilabel-classification-mscoco.ipynb

[Miracle-Master]

I noticed in notebooks/multilabel-classification-mscoco.ipynb, the lamhat_threshold func is:

def lamhat_threshold(lam): return false_negative_rate(cal_sgmd>=lam, cal_labels) - ((n+1)/n*alpha - 1/(n+1))

But I think it should be

def lamhat_threshold(lam): return false_negative_rate(cal_sgmd>=lam, cal_gt_masks) - ((n+1)/n*alpha - 1/n)

Just like the typo fixed in e534467 line124 shown that

def lamhat_threshold(lam): return false_negative_rate(cal_sgmd>=lam, cal_gt_masks) - ((n+1)/n*alpha - 1/n)

Can someone help me ? : )

[aangelopoulos]

Good catch, but I think the line you wrote also has a typo? (Two /n) Can you open a PR to fix, and I’ll review? Thank you so much 🙏 Best, Anastasios Angelopoulos https://people.eecs.berkeley.edu/~angelopoulos/

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On Mon, Jun 16, 2025 at 1:29 AM Leo ***@***.***> wrote: *Miracle-Master* created an issue (aangelopoulos/conformal-prediction#21) <#21> I noticed in notebooks/multilabel-classification-mscoco.ipynb, the lamhat_threshold func is: def lamhat_threshold(lam): return false_negative_rate(cal_sgmd>=lam, cal_labels) - ((n+1)/n*alpha - 1/(n+1)) But I think it should be def lamhat_threshold(lam): return false_negative_rate(cal_sgmd>=lam, cal_gt_masks) - ((n+1)/n*alpha - 1/n)\n just like the typo fixed in e534467 <e534467> line124 — Reply to this email directly, view it on GitHub <#21>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AGBYOUVMATJ4ZJKMXNYXLCL3DZ57LAVCNFSM6AAAAAB7MTHKPOVHI2DSMVQWIX3LMV43ASLTON2WKOZTGE2DSMBUGE3DMNI> . You are receiving this because you are subscribed to this thread.Message ID: ***@***.***>

[Miracle-Master]

Thank you for your reply. I have tried to fix it. Please check. #22
Thank you for your excellent work.

[Miracle-Master]

I have pulled one #23, thank you.