Visualizing the tradeoff
We know that the bias-variance tradeoff serves as the basis for dealing with issues like overfitting and underfitting in machine learning.
In this final exercise, you'll revisit our weather dataset one last time by visualizing the difference between high bias and high variance models using the already imported preds and preds2 variables.
As a reminder, we are using the Temp9am feature to predict our dependent variable, the Temp3pm feature. The usual packages have been imported.
This exercise is part of the course
Practicing Statistics Interview Questions in Python
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Use X and y to create a scatterplot
plt.scatter(____, ____)
plt.show()