40 Algorithms Every Programmer Should Know

The problem statement of the regressors challenge

Predicting the mileage of different vehicles is important these days. An efficient vehicle is good for the environment and is also cost-effective. The mileage can be estimated from the power of the engine and the characteristics of the vehicle. Let's create a challenge for regressors to train a model that can predict the Miles Per Gallon (MPG) of a vehicle based on its characteristics.

Let's look at the historical dataset that we will use to train the regressors.