Machine Learning, Dimensionality Reduction, Big Data, Big Data Analytics, Statistics.
variables throws more difficulties to visualize the training set. High dimensionality may also have more chances to high correlation in data. What is curse of dimensionality? Dimensionality indicates the number of variables/features in the dataset that are used for training the machine learning