https://github.com/zbhavyai/titanic-survival
Solution to Kaggle's competition on titanic survival prediction
https://github.com/zbhavyai/titanic-survival
jupyter-notebook kaggle-competition machine-learning python titanic-survival-prediction
Last synced: 3 months ago
JSON representation
Solution to Kaggle's competition on titanic survival prediction
- Host: GitHub
- URL: https://github.com/zbhavyai/titanic-survival
- Owner: zbhavyai
- Created: 2021-12-24T22:53:34.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2021-12-24T23:02:20.000Z (over 3 years ago)
- Last Synced: 2025-01-27T22:46:15.521Z (5 months ago)
- Topics: jupyter-notebook, kaggle-competition, machine-learning, python, titanic-survival-prediction
- Language: Jupyter Notebook
- Homepage:
- Size: 122 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Titanic Survival
Solution to Kaggle's competition on **"Titanic - Machine Learning from Disaster"**. See [here](https://www.kaggle.com/c/titanic) for more information about the competition.
## Dependencies
+ numpy
+ pandas
+ matplotlib
+ seaborn
+ mglearn
+ sklearn
## How to run
1. Clone the repository on your machine
2. Run all the cells of the jupyter notebook [titanic.ipynb](titanic.ipynb)
3. The file [predictions.csv](predictions.csv) would be generated, which can be used for submission. Score achieved during submission was 0.77511.