Machine Learning, Artificial Intelligence, Pca Analysis, Data Science, Support Vector Machine.
combination. Enhanced Generalization: PCA can help SVM generalize better by removing noise and redundant features from the data. This can lead to more robust models that perform well on unseen data. Computational Efficiency: By reducing the number of features, PCA can significantly speed up the