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macro-f1-python

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gbadedata / transaction-classification

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Open Banking transaction categorisation: 259k real bank transactions into 31 categories with TF-IDF and a linear SVM (90.7% accuracy, 0.80 macro-F1), plus confidence-based routing for production.

python nlp machine-learning text-classification svm scikit-learn jupyter-notebook fintech banking tf-idf financial-data imbalanced-data open-banking categorisation transaction-categorization macro-f1-python
  • Updated Jun 29, 2026
  • Jupyter Notebook

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