Machine Learning, Data Science, Data Scientist, Mlops, Algorithms.
result. Let’s evaluate the results. Explained Variance: First Principal Component: 98.20% Second Principal Component: 1.62% Total Explained Variance: 99.82% These results indicate that by reducing the dataset to just two principal components, we have captured approximately 99.82% of the total