Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Transfer Learning In which of the following cases can we use transfer learning? More than one options may be correct. We have a massive dataset

Transfer Learning
In which of the following cases can we use transfer learning? More than one options may be correct.
We have a massive dataset in one domain and a smaller dataset in other
similar domain.
We have a pre-trained model in one domain and a massive dataset in oth
er similar domain
Ne have a pre-trained model in one domain and a smaller dataset in anot
her similar domainSuppose you make two CNN architectures, one with 15 layers (A) and another with 35 layers (B), and train them both (with identical infrastructure, training scheme etc.) on a 10-class classification task. The performance of the models is as follows: Model-A: Training accuracy =85%, validation accuracy =82% Model-B: Training accuracy =78%, validation accuracy =73% Which of the following could be a possible explanation for these results?
image text in transcribed

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Pro Database Migration To Azure Data Modernization For The Enterprise

Authors: Kevin Kline, Denis McDowell, Dustin Dorsey, Matt Gordon

1st Edition

1484282299, 978-1484282298

More Books

Students also viewed these Databases questions

Question

4. Ignore small differences between scores.

Answered: 1 week ago