Machine Learning, Dimensionality Reduction, Big Data, Big Data Analytics, Statistics.
accuracy of the model. Therefore, before training a machine learning model, it is necessary to identify relevant features that contribute to output / target and this process is called dimensionality reduction. Dimensionality reduction is essential because of the following reasons: To reduce