Similarly, generate a coefficient path plot for the gradient boosting model of
Example 7.4 and visualize the relationship between the number of boosting
iterations (on the x-axis) and the resulting coefficient estimates (on the y-axis).
Compare the plot to the respective plot for L1 penalized regression model and
analyze the orders in which the genes enter the model.