Dimensionality Reduction, Machine Learning, Machine Learning Ai, Pca Analysis.
replace this with your own dataset) iris = datasets.load_iris() X = iris.data y = iris.target # Standardize the data for methods that are sensitive to scale X_std = StandardScaler().fit_transform(X) # Initialize dimension reduction methods methods = [ ("PCA", PCA(n_components=2)), ("t-SNE",