What is the difference between empirical risk minimization (ERM) and Structural risk minimization (SRM)?

12 December 2016 1 5K Report

ERM is used in neural network and SRM is used in SVM. But i dont understand what is the difference between then and how they are computed...

Firoz Ahmad

https://www.quora.com/Is-empirical-risk-minimization-the-only-principle-viable-in-statistical-or-computational-learning-theory

https://www.google.com.sa/search?sourceid=chrome-psyapi2&ion=1&espv=2&ie=UTF-8&q=difference%20between%20empirical%20risk%20minimization%20(ERM)%20and%20Structural%20risk%20minimization%20(SRM)&oq=difference%20between%20empirical%20risk%20minimization%20(ERM)%20and%20Structural%20risk%20minimization%20(SRM)&aqs=chrome..69i57.1543j0j8

Badges
Science topic

E-commerce businesses, COVID-19 and Entrepreneurial Strategies (innovation, proactiveness and risk-taking)?

Hello: I am looking for articles that address e-commerce businesses and COVID-19 survivors, as well as Entrepreneurial strategies that reflect e-commerce businesses. Blessings Evelyn Dempsey

05 August 2024 5,332 3 View

How can i do multivariate Time Series forecast using MLP, ANFIS and LSTM?

I need the python code to forecast what crop production will be in the next decade considering climate and crop production variables as seen in the attached.csv file.

05 August 2024 2,977 3 View

Need help with my research project on open source SIEM and machine learning?

Hello everyone, I am currently working on a research project that aims to integrate machine learning techniques into an open source SIEM tool to automate the creation of security use cases from...

04 August 2024 3,196 2 View

What are the limitations and challenges of using machine learning for predicting concrete compressive strength in practical applications?

Machine learning (ML) has shown great potential in predicting the compressive strength of concrete, an important property for structural engineering. However, its practical application comes with...

03 August 2024 2,546 2 View

How to choose the journal?

Hello I want a suitable journal in the field of remote sensing and machine learning to be judged quickly. Thank you for your guidance Thanks

01 August 2024 1,799 4 View

A Question about Phd thesis?

Hello everyone What is your opinion about the introduction of an expert decision support system in which the rules are extracted from existing data without human intervention, instead of being...

31 July 2024 5,785 4 View

The use of data from PubChem for commercial purposes?

Hi, I'm curious to know if data on chemical compounds from PubChem, such as water solubility properties, can be used to train a machine learning model for commercial purposes. Will this infringe...

30 July 2024 8,707 1 View

How can we improve transfer learning techniques to make models generalize better across different tasks and domains with limited labeled data?

Machine Learning

24 July 2024 2,487 3 View

How can AI technology to enhance the agricultural productivity?

Farmers no longer have to apply water, fertilizers, and pesticides uniformly across entire fields. Instead, they can use the minimum quantities required and target very specific areas, or even...

22 July 2024 8,296 3 View

Which software tools are best for enhancing diagnostic accuracy in chest X-ray imaging using image reconstruction and neural networks?

I am reaching out to seek your valuable advice and recommendations regarding the best software tools to use for this research. Specifically, I am looking for software with a user-friendly...

22 July 2024 3,794 1 View