Skip to content

Conversation

@StaticmanBot
Copy link
Collaborator

Dear human,

Here's a new entry for your approval. 🎉

Merge the pull request to accept it, or close it to send it away.

❤️ Your friend Staticman 💪


Field Content
path post/machine-learning/interpreting_roc_curves.html
name Juan
email d6550112f6a27da8c4596d6a2e63bc6c
message Hello.

What if we are using weights or a cost matrix to compensate the imbalance?
Will it be still be preferred to use the AUC PR metric?
Or using weights or cost matrix it’s enough and then we can use the AUC ROC curve or even the Accuracy as a metric to optimize our model?

And vice versa, if you use the AUC PR as our metric... do we need to also use weights or cost matrices? |
| date | 2022-10-29T00:42:44.779Z |

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants