Blue Book for Bulldozers

Predict the auction sale price for a piece of heavy equipment to create a "blue book" for bulldozers.

I participated in the Blue Book for Bulldozers contest, a classic Kaggle contest. The goal of the contest is to predict the selling price of bulldozers at auction based on the use of a specific piece of equipment, equipment type and configuration. The evaluation criterion is the RMSLE (log error) between actual and predicted auction prices.

Clone the repository:

git clone https://github.com/omrgrcn/bluebook-for-bulldozers

My Kaggle notebook:

Kaggle

Model's Scores:

Metric	Score
Train RMSLE	0.12
Test RMSLE	0.25
Train R^2	96.67%
Test R^2	88.22%

Contribution

If you would like to contribute, please send a pull request or open an issue.

License

This project is licensed under the MIT Licence. See the LICENSE file for more information.