Issue 3 feature additional classification metrics - Githubissues

nodefluxio / vortex

A Deep Learning Model Development Framework for Computer Vision

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Issue 3 feature additional classification metrics #4

Closed alphinside closed 4 years ago

alphinside commented 4 years ago

Type of changes

Please check the type of change your PR introduces:

[ ] Bugfix
[x] Feature
[ ] Code style update (formatting, renaming)
[ ] Refactoring (no functional changes, no api changes)
[ ] Build related changes
[ ] Documentation content changes
[ ] Other (please describe):

What is the current behavior?

Validation report only show accuracy and precision-recall curve for classification evaluation metrics

close #3

Related issues :

What is the new behavior?

Adding precision, recall, f1-score with 3 types of average ( micro, macro, weighted )
Adding roc curve
Adding new options to select metrics for hyperparameter optimization validation objective on classification task

Checklist

[x] Unit tests pass locally with my changes
[x] I have added tests that prove my fix is effective or that my feature works
[x] I have added necessary documentation (if appropriate)
[x] Any dependent changes have been merged and published in downstream modules
[x] I have filled the [Unreleased] Changelog