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Divorce prediction webapp

Dataset:

The dataset can be found on kaggle (https://www.kaggle.com/datasets/andrewmvd/divorce-prediction)

Data processing and Model creation:

The data processing, model creation and model training finds place in the divorce.ipynb. After training i did some feature importance calculations and indeed some features doesnt seem to have an impact, so they could be removed.

Webapp

To start the webapp created with gradio:

python gradio_app.py

Now you can visit the URL presented by you in the terminal and try out the divorce predictor.

image

Results of the feature importance:

image

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