Tag Archives: Testing

Single Linear Regression – Part 2 – Testing – Python ML – OOP Basics

We have now entered part 2 of our series on object oriented programming in Python for machine learning. If you have not already done so, you may want to check out the previous post –> Part 1.

Goal of this post:

  1. Fit a model to find coefficients
  2. Find the RMSE, R^2, slope and intercept of the model
  3. Test our model using pytest

What we are leaving for the next post:

  1. Refactoring and utilizing inheritance
  2. Utilizing gradient descent
  3. Updating and adding tests
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