13 Classifiers II

We will focus on the assignment task. As a possible material we can also look at linear classifiers, an example of a classifier with an unknown probability distribution of data, or at Bayes rules.

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. Determine how the calculation of the optimal strategy can be done with argmax instead of argmin when using a particular case of loss function.

See pdf.

Work on the machine learning assignment.