Whether any "R" is package available for RVM(Relevance Vector Machine)..?

More Sanjiban Sekhar Roy's questions See All

Gentic algorithm

Where I may get all information and software's on GA(Genetic Algorithm).please inform me . Also if some one provide me with the detail basic of GA and it's outcome. Thank you.

07 August 2014 8,368 1 View

I want to classify data with Backpropagation Neural network (or in fact any neural network). Could anyone provide me with the MATLAB code?

I need classification of data by backpropagation neural network MATLAB code immediately. Can anybody help me out?

07 August 2013 5,565 2 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

Posthoc test lettering in JAMOVI?

Does anyone know of a module for the JAMOVI software that is capable of generating mean separations using the classic letters based on post hoc results (e.g., Tukey test)? If, as I believe, such...

31 July 2024 3,333 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

How to Select the most suitable machine learning algorithm depending on the characteristics of the given dataset ?

I'm working on a project that involves analyzing a new dataset, and I'm at the stage of selecting the most appropriate machine learning algorithm. The dataset consists of both numerical and...

22 July 2024 6,097 7 View

The best source for amplification of ADAM17 prodomain?

hi every one I am making vector construction (for fusion proteins) and in this moment I wanna to amplification of ADAM17 prodomain with PCR. to yet, I couldn't amplified the ADAM17 prodomain with...

21 July 2024 8,660 1 View

Matthias Kohl

There is function rvm in package kernlab which currently supports only regression. You can call it also via package caret. In addition, there is package rvmbinary.

Best

Matthias

Sanjiban Sekhar Roy

Thank you Matthias Sir, appreciate your help.

Mohamad Ivan Fanany

Dear Sanjiban Sekhar Roy,

I agree with Matthias Kohl suggestion. 'kernlab' is a very good R package for RVM albeit currently only support regression. Beside easy to use, the kernlab seems take full advantage of multicore processors. When I tried it for satellite image interpolation, most the cores in my processor are utilized up to 100%, although I have not yet confirm it by reading their documentation.

By the way, I also compile two tutorials on RVM in mind map for easier understanding and concise summary. Hope this would be a help.

https://www.academia.edu/25103754/RVM_Explained

https://www.academia.edu/25103893/RVM_Tutorial