Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

A data scientist aims to improve a neural network model ( for classification ) that has training accuracy 0 . 9 9 and testing accuracy

A data scientist aims to improve a neural network model (for classification) that has
training accuracy 0.99 and testing accuracy 0.6. Which strategy is MOST LIKELY
to improve the model?
A. Add another hidden, dense layer.
B. Apply dropout to all hidden layers, that is, some activation will be randomly
set to 0 during training.
C. Use a smaller learning rate.
D. Use a smaller training dataset

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

Bioinformatics Databases And Systems

Authors: Stanley I. Letovsky

1st Edition

1475784058, 978-1475784053

More Books

Students also viewed these Databases questions