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tree-based-model

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Modular AI/ML framework in MATLAB for classification. PhD project T-DTS v3.0 — tree-based, entropy-driven, RBF-enabled ANN. Based on work by Dr. Rybnik.

  • Updated Jun 27, 2025
  • MATLAB

A complete pipeline for network intrusion detection comparing label encoding and one‑hot encoding, with SMOTE resampling, feature selection, and ensemble modeling using scikit‑learn and XGBoost, also this was phase one of our University's "CSAI 253- Machine Learning" course.

  • Updated Jun 23, 2025
  • Jupyter Notebook

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