Principal Component, Data Science, Dimensionality Reduction, Machine Learning.
a process that offers several advantages. In particular, this reduces the computation time required by the model, mitigates the risk of overfitting, and effectively enhance the overall performance of the model. In the context of dimensionality reduction, two primary strategies emerge: feature