This is a university project carried out together with my colleague Filippo Andrea Folino for our Data Mining course.
The project focused on a binary classification task (related to CS-GO), which team will win?.
The project includes the various phases of the CRISP-DM methodology:
- Business Understanding
- Data understanding
- Data preprocessing
- Modeling
- Model evaluation
Different models have been considered:
- decision trees
- naive bayes classifiers
- KNN
- artificial neural networks
- etc ...
Great attention was given to the model's tuning