Machine Learning, Deep Learning, Cryptocurrency Investment, Algorithmic Trading, Neural Networks.
Preparation: df_ens = df.copy(): Creates a copy of the original DataFrame (df). y_pred = best_model.predict(X): Makes predictions on the entire DataFrame (X) using your loaded Transformer model (best_model). df_ens['best_model'] = y_pred: Adds a new column 'best_model' to the DataFrame containing