Visual Studio Magazine

Support Vector Regression with SGD Training Using C#

Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.
IEEE

Adversarial Attack and Defense for Transductive Support Vector Machine

Abstract: As a classic semi-supervised approach, the Transductive Support Vector Machine (TSVM) has exhibited remarkable accuracy by utilizing unlabeled data. However, the robustness of TSVM against ...
IEEE

Performance Evaluation of Support Vector Machine with Random Forest and Multilayer Perceptron for the Quality Assessment of Rice

Abstract: Rice is one of the most important item included in our daily diet. In market rice is being traded as cheaper quality one irrespective of various regions which might affect the customer's ...