Feature Scaling

Scale the features, train a model, and compare.

We can look at the summary statistics of our data once again and see how different the scales are for our features. The quickest way is to grab the mean, min, and max values of all the features and see how their range varies. Let's use describe() on features' data frame along with transpose and grab the required columns for the plot below to show the max value of each feature.

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