Python, Machine Learning, Data Science, Dimensionality Reduction, Towards Data Science.
dimensions or features increase after an optimal point the classification performance gradually decreases. The dimensionality reduction techniques are used to reduce the number of dimensions of the dataset, thereby paving the way for the classifiers to generate comprehensive models at a reduced