Principal Component, Machine Learning, Artificial Intelligence, Linear Algebra, Data Science.
mean. A good line will have maximized variance — it best preserves the locations of each point. Let’s see a couple of examples. We can see that with low variance, we erase much of the most important data, and the reduced dataset barely resembles our 2D data. With high variance, we see that our