EpistasisLab / EpistasisLab/tpot

Have TPOT explain why it selected a particular pipeline

Open
#629 0 comments 8 reactions 0 assignees View on GitHub
enhancement need contributor
Dominant language
Jupyter Notebook
Stars
10.1k
Forks
1.6k
PR merge metrics
No merged PRs in 30d

Description

Brief description until I get more time: Currently, TPOT recommends pipelines to the user based on the predictive performance of the pipeline. It would be helpful to some users if it could explain *why* that pipeline was selected, e.g., use the information from its evaluated pipelines dictionary to suggest that using a particular preprocessing method/ML algorithm/parameter setting improves performance over others.

Contributor guide

No contributing guide indexed for this repository

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.