Trusted by leading
brands and startups

What is LIBSVM?

LIBSVM is an open-source ML (Machine learning) library. This is developed at National Taiwan University and written in C++ language along with a C (API). It helps in implementing the SMO (Sequential minimal optimization) algorithm for SVMs (support vector machines) and also supports regression and classification

Hire LIBSVM Developers

It is always a wise decision to contact Paperub to hire LIBSVM developers. A notable benefit of using the Paperub website is that candidates require not checking multiple online platforms and job boards for getting an appropriate fit for them

Showcased work from our freelancers

Get some Inspirations from 1800+ skills

As Featured in

The world's largest marketplace

Millions of users, from small businesses to large enterprises, entrepreneurs to startups, use Freelancer to turn their ideas into reality.

58.5M

Registered Users

21.3M

Total Jobs Posted

Why Businesses turn
to Paperub?

Proof of quality

Check any pro’s work samples, client reviews, and identity verification.

No cost until you hire

Interview potential fits for your job, negotiate rate, and only pay for work you approve.

Safe and secure

Focus on your work knowing we help protect your data and privacy. We're here with 24/7 support if you need it.

Need help Hiring?

Talk to a recruiter to get a sortlist of pre-vetted talent within 2 days.

Our Blogs

Want To Hire a Freelance LIBSVM Developers

SVM or Support vector machine is a set of methods including supervised learning which is used for regression, classification, and outliers’ detection. It can be used in the detection of cancerous cells based on countless images or can be utilized for predicting driving routes for the future with an applicable model of regression.

Specific types of SVMs are useful in supporting specific problems of machine learning. For example, SVR (support vector regression) is an extension of SVC (support vector classification). So, it must be very clear to you that these are nothing but math equations that are tuned up efficiently for providing the most accurate and quick answer as soon as possible. Find LIBSVM Developers and hire freelancers in Pakistan, India, China, Canada, the UK, the US, the Philippines, and all over the world from Paperub.

However, SVMs are much different than any other algorithms of classification because they choose the decision boundary in such a way that maximizes or increases the interspace of the accessible data points of multiple classes. This SVM-created decision boundary is known as the maximum margin hyperplane or maximum margin classifier. 

On the Paperub.com website, we provide facilities to a candidate for signing up as a freelancer or a business owner. While signing up on our website, Post your project and you need to fill up a registration form for providing detailed information that includes your skills, educational background, and work experience.

Features of LIBSVM

LIBSVM offers a simple interface to help users from various other fields to use the tool SVM easily. The simple interface of SVM helps the users in linking it with their programs quickly. Following are the major features of LIBSVM that are depicted below:

  • It helps in formulating different SVMs.
  • It is useful in cross-validation for the selection of the model.
  • It ensures multi-class classification.
  • Estimation of probability.
  • It includes various kernels (pre-computed kernel matrix).
  • It offers a demonstration of the GUI of SVM regression and classification.
  • Facilitates weighted SVM for unstable data.
  • It is developed from JAVA and C++ sources. You can Hire C++ programmers one of the many programmers who created and who know the C++ programming language on paperub.com.
  • Extensions like CUDA, and interfaces like PYTHON, MATLAB, RUBY, PHP, CLISP, and C#.NET code are available. Applications are created using the open-source, cross-platform.NET framework. From Paperub you can Hire .Net Developers for the upcoming project.
  • It enables the automatic selection of models and thus helps in generating an outline of cross-validation accuracy.

People always opt for Paperub and rely on us because we never miss an opportunity to confirm freelancers. Again, our team supports publishing All Time Transaction Data and feedback scores for assisting people to verify time-tested professionals who come from different locations around the globe. 

Types of SVMs

There are two different variants of SVMs that are used for distinctive things:

  • Simple SVM: It is generally used for classification and linear regression.
  • Kernel SVM: It is more flexible for the data which are non-linear because with the help of this more features can be added to suit a hyperplane rather than a two-dimensional space.

Pros of using LIBSVM

There are various benefits of using LIBSVM but here we have briefly mentioned the important benefits of the same:

  • It is effective on 2multiple–featured datasets such as medical or financial data.
  • It utilizes a training point subset in the function of decision-making known as support thereby making it more efficient.
  • It is especially effective in those cases where the number of characteristics is greater than the data points.
  • Various kernel functions can be stated for the decision function. However, common kernels can be used, and it is also feasible to state custom kernels.

Paperub provides superior quality services along with the lowest fee structure. We always try to maintain our lowest fee structure for comforting both freelancers and entrepreneurs. We choose to provide services at a reasonable cost so that everyone can get the maximum value from the services.

How Hiring a Manufacturing Expert Works

1. Post a job

Tell us what you need. Provide as many details as possible, but don’t worry about getting it perfect.

2. Talent comes to you

Get qualified proposals within 24 hours, and meet the candidates you’re excited about.

3. Track progress

Use Upwork to chat or video call, share files, and track project progress right from the app.

4. Payment simplified

Receive invoices and make payments through Paperub. Only pay for work you authorize.

A talent edge for your entire organization

Enterprise Suite has you covered for hiring, managing, and scaling talent more strategically.