Group name: The Miners Participants:
- Lidia Wiśniewska - Leader
- Joanna Szczublińska - Code Repository
- Maria Musiał - Project Report
- Wiktoria Szarzyńska - Project Presentation
Dataset name: Titanic: Machine Learning from Disaster link to our dataset: https://www.kaggle.com/competitions/titanic/data?select=test.csv
Our main goal is to achieve better accuracy in classification.
The report is available in Titanic_report.pdf and the presentation in Presentation.pdf.
Inside code folder, you can find the following files:
- classification.py - the main file with the used functions
- final_titanic.ipynb - the final version of our model presented in Jupyter Notebook
- titanic.ipynb - a more detailed analysis of the classification process
- testing.ipynb - set of tests of the classification.py file
- train.csv - the dataset used for training our model
- train_dataset.csv - output dile with the correct predicted values
- test_dataset.csv - output file with the values predicted by us