Machine Learning, Dimensionality Reduction, Big Data, Big Data Analytics, Statistics.
dimensionality reduction is the means of lowering the number of arbitrary variables under consideration, by obtaining a set of key variables. What are the difficulties caused by high dimensionality? High dimensionality throws several challenges and adversely impacts on the performance accuracy of