# Keep Your Data Science Model as Simple as Possible, but not Simpler

## Use the covariance matrix plot to select relevant features to use for model building

“*Everything should be made as simple as possible, but not simpler.”* **Albert Einstein**

A machine learning algorithm (such as classification, clustering or regression) uses a training…