Mark van Venrooij

Tag: machine learning

  • Categorizing Transactions with Machine Learning and rules

    Categorizing Transactions with Machine Learning and rules

    In this post, I’ll demonstrate how combining rules-based systems with machine learning — specifically Random Forest — can significantly improve transaction categorization, particularly for incidental and non-recurring cases. This hybrid approach not only reduces manual efforts but also improves accuracy, helping me make better financial decisions with minimal intervention.

  • Naive Bayesian Classifier on transactions

    Naive Bayesian Classifier on transactions

    For a long time I have the idea to enhance my BudgetApp application with machine learning techniques. After trying a implementation of the K-nearest-neighbor algorithm. I finally use a bayesian classifier implementation which works quite well.