principal component analysis

Understanding Principal Component Analysis and their Applications

While working on different Machine Learning techniques for Data Analysis, we deal with hundreds or thousands of variables. Most of the variables are correlated with each other. In such cases, fitting the model to the dataset results in poor accuracy of the Model. Principal Component Analysis and Factor Analysis techniques are used to deal with such […]

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