What is the purpose of cross-validation? Specifically, why wouldn’t we test a hypothesis trained on all...

80.2K

Verified Solution

Question

Basic Math

  1. What is the purpose of cross-validation? Specifically, whywouldn’t we test a hypothesis trained on all of the availableexamples?

Answer & Explanation Solved by verified expert
3.9 Ratings (598 Votes)
Cross Validation is used to assess the predictive performance of the models and to judge how they perform outside the sample to a new data set also known as test data The motivation to use cross validation techniques is that when we fit a model we are fitting it    See Answer
Get Answers to Unlimited Questions

Join us to gain access to millions of questions and expert answers. Enjoy exclusive benefits tailored just for you!

Membership Benefits:
  • Unlimited Question Access with detailed Answers
  • Zin AI - 3 Million Words
  • 10 Dall-E 3 Images
  • 20 Plot Generations
  • Conversation with Dialogue Memory
  • No Ads, Ever!
  • Access to Our Best AI Platform: Flex AI - Your personal assistant for all your inquiries!
Become a Member

Other questions asked by students