AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
X_train_lda_selected and X_test_lda_selected can be used for further analysis or modeling This example uses the make_classification function from scikit-learn to generate a synthetic dataset, then splits the data into training and test sets. It standardizes the features, initializes the LDA model,