GitHub

Code base for SVM's SMO algorithm and implementation in hardware

This is a repository containing the code and synthesis results for SVM's SMO algorithm. The top-level heirarchy is as follows: SMO/smotrain/smotrain: This contains the code to train the SVM. The code ...
GitHub

YoshM24/general_code_svm_with_gridsearch

This is a code I have simplified and generalized based on a code I used previously to create a SVM model with GridSearch. It is designed for a preprocessed dataset. Hence, it will not look at data ...
Visual Studio Magazine

Support Vector Machines Using Accord.NET

A support vector machine (SVM) is a software system that can perform binary classification. For example, you can use an SVM to create a model that predicts the sex of a person (male, female) based on ...
Visual Studio Magazine

Support Vector Machines Using Accord.NET

A support vector machine (SVM) is a software system that can perform binary classification. For example, you can use an SVM to create a model that predicts the sex of a person (male, female) based on ...
IEEE

Automated Generation of Optimized Code Implementing SVM models on GPUs

Abstract: Deploying Support Vector Machine (SVM) models is challenging, since these contain complex math and logic, and also can be composed of a large number of real-valued coefficients; therefore, ...
IEEE

A New SVM Multi-Class Classification Method Based on Error-Correcting Code

Abstract: Traditional SVM (support vector machine) multi-class classification methods are mainly based on one-to-one and one-to-multi, which both have disadvantages in applications: slow computational ...