Question: Consider this scenario: the loss function during a training process keeps decreasing for the training set, but it doesn't decrease at all for the testing

Consider this scenario: the loss function during a training process keeps decreasing for the training set, but it doesn't decrease at all for the testing set. Any guess why?

Overfitting

Underfitting

the training set is not a good representative of the whole data-set

The selected algorithm is not working properly

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Mathematics Questions!

Jupiter Notebook We have covered some of the limitations of single layer neural networks in class, but they are still powerful learning systems that provide a good way to begin learning about how to...

A vendor is recommending a program to make supervisors better at 'dealing with difficult conversations' at work. How would you apply the concepts of optimisation and the Kirkpa- trick model to set up...

Is it possible to estimate the ROI of training for all training programs? Which are more or less susceptible to this calculation? 6 TRAINING AND DEVELOPMENT CFO asks CEO, 'What happens if we invest...

\f3nd Lecture What's cause production performance go south? VARIABILITY ASSESSMENT & ITS IMPACT 1 Books for this class 2 From previous lecture We learn about a method to evaluate the production...

SUMMARY OF LEARNING OBJECTIVES AND KEY POINTS 1. Identify the basic elements of organizations. Organizations are made up of a series of elements: Designing jobs Grouping jobs Establishing reporting...

Cash Flows From Working It may surprise you that there are cash flows associated with holding a job. Using the examples provided in Chapter 6, construct a simple cash flow statement and payback...

Jupyter Notebook Now that we have tried our hand at some single-layer nets, let's see how they stack up compared to multi-layer nets. :) We will be exploring the basic concepts of learning non-linear...

Hi, I need someone to do summary for the article I upload AUDITING: A JOURNAL OF PRACTICE & THEORY Vol. 28, No. 2 November 2009 pp. 1-34 American Accounting Association DOI: 10.2308 / aud.2009.28.2.1...

subject: Differential Equations pls read instructions do not use ai. drop all references and link Instructions ODE application. - find an article related to ODE application - provide a short...

Write down the difference between the Puritans and the Pilgrims

What is a p-n junction? What can it be used for?

Consider the following two mutually exclusive projects: YearCash Flow ( X ) Cash Flow ( Y ) 0 $ 3 0 , 0 0 0 $ 3 0 , 0 0 0 1 1 3 , 7 0 0 1 5 , 6 0 0 2 1 4 , 2 0 0 1 2 , 2 0 0 3 1 3 , 4 0 0 1 3 , 3 0 0...

Why is the conflict between online services and their "censorship" different from government censorship? Is there really a difference or isn't there a difference?

What is a compensating balance? Why do they arise? Why should financial statement users be aware of them?

What is meant by a noninterest-bearing note receiyable? How are such notes valued when received in payment for sales?

Distinguish between the procedures used in valuing securities classified as trading versus those classified as available-for-sale for purposes of (1) computing income for the period and (2) balance...