1chooo / refinaid

🐻 Enabling everyone unfamiliar with programming languages to easily engage with AI and open the doors to the world of the future. (AI4ALL)
https://refinaid.vercel.app/
Apache License 2.0
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[Enhancement] Redesign `Result` interface to fit different metrics #107

Open ReeveWu opened 1 year ago

ReeveWu commented 1 year ago

The current stage, we have added regression models. However, the user interface is hard-coded for classification model evaluation in the result section. There is a need to redesign this part to make it dynamically adjustable. If a regression model is used, it should display evaluation metrics relevant to regression models.

1chooo commented 1 year ago

Hey @ReeveWu, Do you mean that the result section should also change based on the model selection?

Screen Shot 2023-09-09 at 5 45 41 PM
ReeveWu commented 1 year ago

Yeah

ReeveWu commented 1 year ago

The current metrics of regression model are [Mae, Mse, R2 score]

1chooo commented 1 year ago

I'm currently considering dividing the model into various playgrounds so that users can choose specific ones to engage with and experience machine learning. In that case, we won't require as much if-else logic in our current playground. Additionally, we might be able to address the issue where the example didn't work.