# plotting
plt.subplots(figsize=(8, 5))
plt.scatter(X[:, 2], y, color="blue")
plt.plot(X, best_fit, color="red")
plt.title("The impact of feature at index 2 on target label")
plt.xlabel("Feature at index 2")
plt.ylabel("Target label")
plt.show()