Data Science, Factor Analysis, Data, Machine Learning, Statistics.
only remove features we’re sure will not impact the patterns in the data or the prediction results. To find patterns in this dataset, you immediately think about Principal Component Analysis. Principal component analysis (PCA) is an unsupervised learning method, meaning it’s used when we don’t have