This online competition was organised by hackerearth. It contains a regression problem. There are four predictor variables which are all numeric and we have to predict the target variable. The dataset can be downloaded from the repository.
- Exploratory analysis.
- Feature engineering.
- Modelling.
- Polynomial regression
- Ridge regression
The evaluation metric considered is rmse( root mean squared error ). r_squared coefficient are also calculated but the parameters are tuned based on the rmse score.