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Master's ML projects

Three machine learning projects from my MSc.

sheet
role
Solo
period
2024.09 → 2025.07
context
At Universidad Complutense de Madrid
status
archived
code
public
results
Predicting election abstention: logistic regression on 8,117 Spanish municipalities, AUC 0.839 on test, validated with 20 repeats of cross-validation
Can you guess a car's colour from its spec sheet? Tree, random forest and XGBoost; the random forest reaches 80% accuracy and AUC 0.89 against a 53.6% baseline
Penguins, PCA + clustering: without using the species label, clustering recovers the three real species
skills
technical skills
Machine Learning
domains
General