Public Transportation usage Predictor

Inspiration

our personal lives - lack of public transport.

What it does

Predict if a person uses pubic transportation or not

How we built it

Machine Learning, python, AI, Sci-Kit learn

Challenges we ran into

Collecting the data, building the algorithm and tuning parameters.

Accomplishments that we're proud of

we built a model that predicts with 90% accuracy

What we learned

ADABOOST classifier, flask and how people's revenue affect the use of public transportation.

What's next for Public Transportation usage Predictor

We will add more features to train our model with, increasing the scale of the project. If it is developed to a certain extent, this can also be presented to the government.

Built With

• ai
• flask
• html5
• machine-learning
• python
• scikit-learn