Dimensionality Reduction, Machine Learning, Machine Learning Ai, Pca Analysis.
plt.figure(figsize=(15, 15)) for i, (name, method) in enumerate(methods, 1): plt.subplot(3, 3, i) if name == "LDA": # For supervised dimensionality reduction techniques, pass both X and y X_transformed = method.fit_transform(X_std, y) else: X_transformed = method.fit_transform(X)