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

Photo by Pablo Arroyo on Unsplash

“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…