MILAN: Interactive webR App for Data Analysis

This is an interactive HTML + webR application that lets you run R code directly in your browser. Everything runs client-side — no R installation or server required.

Features

• Upload ZIP files containing folders with curve files in spm format.
• Explore files inside extracted folders.
• Classify your curves with the selected classifier.
• Plot your data and classification results using ggplot2 library.
• Download results: prediction and metrics as CSV and plots as PNG.

Example Data

For testing, you can use the example ZIP files included in this repository:

• Data_example.zip (recommended)
• Data_small.zip
• Data_small_3.zip

Upload a ZIP file containing curve files in the spm format or your own data.

How to Run

The app is hosted via GitHub Pages, visit:

https://gamu-milan.github.io/webR-app/

Notes

• Uses webR with ggplot2 and dplyr.
• All computations are performed in your browser; no server required.

Citation and Code Availability

If you use this code, please cite the associated paper:

To be updated upon publication.

The archived version of this specific repository can be found on Zenodo:

To be updated later.

License

This project is licensed under the MIT License—see the LICENSE file for details.