Logistic Regression Case Study (CS109_2015)
Image taken from this source. A great Medium article on Logistic Regression byt the way.
This case study delves into the math behind logistic regression in a Python environment. We've adapted this case study from Lab 5 in the CS109 course. Please feel free to check out the original lab, both for more exercises, as well as solutions.
In this notebook, we turn our attention to classification. Classification tries to predict, which of a small set of classes, an observation belongs to. Mathematically, the aim is to find