deposit prediction classifier on bank marketing dataset

• The data is related with direct marketing campaigns (phone calls) of a Portuguese banking institution. The classification goal is to predict if the client will subscribe a term deposit. Source: https://archive.ics.uci.edu/dataset/222/bank+marketing

• All previous ML experiments and results are in ml_bank_marketing_experiments.ipynb notebook. The results were unsufficient

• Experiments with SGDClassifier (with better results) are in ml_sgdClassifier_bank_marketing_experiments.ipynb

• The model with the best parameters is saved as sgd_bank_marketing_pipe.skops (and running on HF space)

• Application configuration file app.py for Gradio

• Dependencies for HuggingFace space are in requirements .txt

• Link to HuggingFace Space with the app: https://huggingface.co/spaces/winterForestStump/bank_deposit_prediction