Completed
Wilsons warbler
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead - Cynthia Rudin
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Bad decisions
- 3 Definitions
- 4 Why
- 5 Article
- 6 Crossvalidation
- 7 Accuracy interpretability
- 8 Two types of machine learning problems
- 9 Critically ill patients
- 10 Two helps to be
- 11 Optimization problem
- 12 Saliency maps
- 13 Casebased reasoning
- 14 My network
- 15 Prototype layer
- 16 Redbellied woodpecker
- 17 Wilsons warbler
- 18 Accuracy vs interpretability
- 19 Computeraided mammography
- 20 Interpretable AI
- 21 Case Study
- 22 Results
- 23 Two Layer Additive Risk Model
- 24 Submission to Special Issue
- 25 Paper
- 26 Problems
- 27 Most powerful argument
- 28 Papers
- 29 Interactive tool
- 30 Demo
- 31 Optimization
- 32 Machine Learning in Medicine
