This repository contains implementation of methods experimented and introduced in the paper titled "Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing".
The repository has five folders for each of the datasets tried out.
- Pulp-and-paper manufacturing dataset
- Ball-bearing dataset
- Bosch production line performance dataset
- APS failure dataset
- Future factories dataset
The folder 'Processed Dataset' folder contains the combined dataset which was created from the Future Factories(FF) Dataset (https://www.kaggle.com/datasets/ramyharik/ff-2023-12-12-analog-dataset)