Machine Learning:Logistic Regression With Regularization -> Detect Microchips Have Passed QA Or Not

A Machine Learning:Logistic Regression algorithm with Regularization about "Detect microchips have passed QA or not" problem written with Python 3.10

Some visualizations and plottings about the problem

These graphs are also output of the code.

The initial graph

The graph with decision boundary

The algorithm makes predictions by that decision boundary.

The accuracy of the algorithm is 82.2%