Tag: Visualizing High-Dimensional Data

Introduction In the era of big data, machine learning models often deal with datasets containing hundreds or thousands of features. While more data can improve model performance, high-dimensional datasets can also lead to challenges such as increased computation time, overfitting, and difficulty in interpretation. Dimensionality reduction is a solution that simplifies datasets without losing essential… Read more