AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
scaler.fit_transform(X_train) X_test = scaler.transform(X_test) # Initialize LDA and fit on the training data lda = LinearDiscriminantAnalysis() X_train_lda = lda.fit_transform(X_train, y_train) # Calculate explained variance ratio for each component explained_variance_ratio =