Data Exploration and Scrubbing
Test Our Model
We want to ensure that our model is actually predicting results, so we run several tests to protect us from creating a model that works on the data we currently have.
Remove Inconsequential Predictors
We figure out which predictors don’t actually influence our model and remove them from the equation to keep everything as simple as possible.
Our final Model explains 98.9% of the variations in our dataset.