anityagan9urde / would-you-survive-titanic

Logistic Regression model trained to determine if someone will survive the Titanic disaster, dressed in a Flask API and deployed on Heroku.

Would You Survive Titanic Disaster --version 1.0

- Run it directly by clicking here:

Logistic Regression model to see if you had been on the Titanic would you had survived provided you age, sex and embarkment info.

Running the project locally:

Open CMD. Ensure that you are in the project home directory. Create the machine learning model by running below command -

python mlmodel.py

This would create a serialized version of our model into a file model.pkl

Run app.py using below command to start Flask API

python app.py

By default, flask will run on port 5000.

Navigate to URL http://localhost:5000 on a browser.

You should be able to view the homepage.

Enter valid values in all 3 input boxes and hit Predict.

If everything goes well, you should be able to see the prediction on the web page and you will know your answer.