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mat126/README.md

👋 Hi, I'm Matteo Morella

🎓 MSc student in Statistics & Actuarial Science at Università degli Studi del Sannio
📊 Passionate about data science, statistical modeling, and machine learning applications in sports and healthcare

🔍 Projects

⚽ Expected Goals (xG) Model Selection in Football

  • Comparative analysis using logistic regression, LDA, bagging, random forest (with hyperparameter tuning), and feedforward neural networks
  • Includes SHAP explainability, ROC/Brier/F1 metrics, full data pipeline, and reproducible code
  • 📘 Full paper on Zenodo
  • 📊 Cleaned dataset on Kaggle

🧬 Hybrid CNN for Skin Cancer Classification (in progress)

  • Developing a multimodal deep learning model combining CNNs for dermatoscopic images with dense layers for clinical metadata
  • Will include model architecture, training pipeline, validation metrics, and SHAP-based interpretability

📄 Curriculum Vitae

📎 Download CV - PDF

🛠️ Languages & Tools

Python R LaTeX TensorFlow Keras Git VS Code

📫 Contacts

Pinned Loading

  1. Expected-Goals-xG-model-in-Football Expected-Goals-xG-model-in-Football Public

    This repository contains a project developed in R aimed at creating a new model for evaluating Expected Goals (xG) in football.

    HTML 1

  2. skin-cancer-classification skin-cancer-classification Public

    TeX