Data Science, Machine Learning, Dimensionality Reduction, Python.
2D plane then represented the points on these two new axes z1 and z2. Advantages of Dimensionality Reduction It is helpful in noise removal also and as a result of that, we can improve the performance of models. Disadvantages of Dimensionality Reduction Basically, it may lead to some amount of data