Finding the Area Under the ROC Curve — Topic 91 of Machine Learning Foundations
#MLFoundations #Calculus #MachineLearning
In this video, we use a hands-on demo of Python code to find the area under the curve of the receiver operating characteristic (the “ROC curve“). This is a machine learning-specific 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 open-source 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 industry’s most listened-to podcast. Jon is renowned for his compelling lectures, which he offers at Columbia University, New Y
3 views
4
2
1 week ago 00:15:04 1
“Race bating moron!“ Humza Yousaf in “lawsuit of his life“ after Elon Musk “white supremacist“ smear
2 weeks ago 00:12:47 2
Mushoku Tensei: Blood Pact |12 Minutes Turning Point 4 Fan Animation
2 weeks ago 00:05:19 4
Love Punishment - Esso Mandela - Album: Electro Symphony
2 weeks ago 00:03:02 2
Stay With Me - Esso Mandela - Album: DeepHouse Odyssey
2 weeks ago 00:04:36 2
Nothing Is Real - Esso Mandela - Album: DeepHouse Odyssey
2 weeks ago 00:03:58 0
This Dual Monitor Arm Fixed My Productivity Issues– Ergotron LX Pro Review (Why Didn’t I Buy Sooner) - YouTube