open-mmlab/mmpretrain

Can i get top-5 precision , recall , f1 scores ?

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#847 opened on May 21, 2022

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help wanted

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Description

We have the feature for top 5 accuracy , can i get precision , recall , f1 scores for top 5 , top 10 also. And also can i get roc , auc and specificity ?

Contributor guide

Research direction
Study the existing top 5 accuracy implementation in the codebase, then implement similar functions for precision, recall, F1, ROC AUC, and specificity for top k evaluation.
Tech stack
python
Domain
machine learningbackend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonMetrics knowledge
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60