Data Science, Machine Learning, Pca, Big Data, Principal Component.
numerical values. Such variables can be represented using a 1-of-N coding scheme without imposing an artificial ordering. However, a PCA is NOT to be conducted when most of the independent features are categorical. CATPCA can instead be used to convert categories into numeric values through optimal