13 Classifiers II. Final session.

After this practice session the student

• understands the terms (overfitting and underfitting) w.r.t. inductive machine learning models;
• filled in the holes in understanding anything regarding the topics of this course.

• Q/A
• Discussion of the bonus quiz from the last week
• Exercise 1: Explanation of bombastic COVID-19 news title
• Exercise 2: Intuitive understanding of under-/overfitting

1. Covid-19 False Positive tests: given real data on True Negative probability on covid-19 tests, find the approximate number of False Positive that will occur for a fixed number of tests.
2. How to recognize Underfitting and Overfitting

+ Other exercises see pdf

• Finish both parts of the machine learning assignment.