Machine Learning, Dimensionality Reduction, Big Data, Big Data Analytics, Statistics.
high dimensionality sometimes may lead to overfitting of a machine learning model because the model captures key features and noise as well. Thus, the model performs well during training of the model, but performance degrades on testing on unknown data. To achieve computational efficiency A machine