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Simple example using plain scikit-learn

Reproducing the model

Inside a Python environment, install the dependencies listed in requirements.txt and then run:

python train.py

The resulting model artifact should be stored in model.pickle.

The model

The used model is a simple logistic regression trained through gradient descent.

Intended use & limitations

This model is just for demonstration purposes and should thus not be used.

Dataset

The dataset is entirely synthetic and has no real world origin.

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