My best predictions to Dare in reality Hackathon is liner_svr_finetuned
A few key points are:
- The Envision racing company needs us to predict the Laptimes of FormulaE race cars.
- The metric of evaluation is Root mean squared Error (rmse).
- This is a regression task and I used algorithms like support vector Machines and Random Forest regressors to make predictions.
- Dropping few features from given data actually increased model accuracy.
For more details about competetion check here