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CACIB project notebook#6

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CACIB project notebook#6
philippeschoeb wants to merge 2 commits intoQuandela:mainfrom
philippeschoeb:main

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@philippeschoeb philippeschoeb commented Apr 9, 2026

Pedogogical notebook that implements a very similar hybrid model to the one implemented for the CACIB project. The dataset used is also modified since the original one is private. I have selected a brankruptcy prediction dataset from a Taiwanese economic journal that shares many similarities with the original one.

The hybrid model performance can be better or worse to its classical counterpart depending on the metric of interest (accuracy, precision at fixed recall, AUC, etc.).

The notebook is made up of 8 sections:

  1. Overview
  2. Imports
  3. Dataset
  4. Model implementation
  5. Baseline models
  6. Training
  7. Evaluation
  8. Conclusion

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