Personal Solution to Titanic Disaster problem on Kaggle.
This problem's solution has been submitted as a project work.
SUBJECT: 'ALGORITHM DESIGN - 1', SUBJECT CODE: CSE 3131
You can view my notebook directly by clicking the file with .ipynb extension or go to http://nbviewer.jupyter.org/ and paste the URL of the notebook.
Notebook URL:- https://github.com/SibasishTripathyy/Titanic-kaggle-project/blob/master/TITANIC%20DISASTER%20PROBLEM.ipynb
I have done the whole project using python.
Visual Data Analysis has been done to check which feature columns have impact on survival.
I have used Support Vector Machine algorithm to predict the survival of the passengers who had boarded the Titanic.
- Numpy
- Pandas
- SciKit-Learn
- Matplotlib
- Seaborn
Kaggle gave me a score of 0.76555 for this solution.
The dataset can be found at https://www.kaggle.com/c/titanic/data