Artificial Intelligence, Machine Learning, Software Development, Information Technology, Statistics.
components[1]. So, in high-dimension data, there are many such straight lines that are possible and the role of PCA is to identify and prioritize them[1]. The figure shows the transformation of the data from 3D feature space to 2d feature space. In the transformation, two new features are created