There has been little disparity in the housing market regarding the rent estimation which we would like to resolve.
What it does
AccuRent is a web app which predicts the property rent using Graphlap's Machine learning library.
How we built it
We used nodeJS for the API integration and UI development. The Machine learning model is built using Graphlab toolkit on the Flask(python framework).
Challenges we ran into
Feature Selection and choosing the right algorithm was little challenging
Accomplishments that we're proud of
Feature selection and algorithm implementation
What we learned
We learned the new machine learning APIs and feature selection tools.
What's next for AccuRent
We will try to improve the accuracy of the system and we would also like to utilize more features from the dataset