Finding the Area Under the ROC Curve Topic 91 of Machine Learning Foundations

, MLFoundations, Calculus, MachineLearning In this video, we use a handson demo of Python code to find the area under the curve of the receiver operating characteristic (the ROC curve ). This is a machine learningspecific application of integral calculus. There are eight subjects covered comprehensively in the ML Foundations series and this video is from the fourth subject, Calculus II: Partial Derivatives Integrals. More detail about the series and all of the associated opensource code is available at The playlist for the Calculus subjects is here: Jon Krohn is Chief Data Scientist at the machine learning company Nebula. He authored the book Deep Learning Illustrated, an instant, 1 bestseller that was translated into seven languages. He is also the host of SuperDataScience, the industrys most listenedto podcast. Jon is renowned for his compelling lectures, which he offers at Columbia University, New Y