Introduction to Machine Learning. Episode 9, The Fundamental Pitfall of Overfitting
(2023, original release: 2020)
Nonfiction
eCourse
Details
PUBLISHED
The Great Courses, 2020
[San Francisco, California, USA] : Kanopy Streaming, 2023
[San Francisco, California, USA] : Kanopy Streaming, 2023
DESCRIPTION
1 online resource (streaming video file) (28 minutes): digital, .flv file, sound
ISBN/ISSN
13413145
LANGUAGE
English
NOTES
Title from title frames
Having covered the five fundamental classes of machine learning in the previous episodes, now focus on a risk common to all: overfitting. This is the tendency to model training data too well, which can harm the performance on the test data. Practice avoiding this problem using the diabetes dataset from episode 3. Hear tips on telling the difference between real signals and spurious associations
Film
In Process Record
Michael Littman
Originally produced by The Great Courses in 2020
Mode of access: World Wide Web
In English