SVM and SVR Machine Learning Project Description This project demonstrates the use of Support Vector Machine (SVM) for classification tasks and Support Vector Regression (SVR) for regression tasks ...

Implementation of SMO-SVM based on Python code. Contribute to Leon-525/SMO-SVM-Python development by creating an account on GitHub.

In this work, an EMG-based signal implemented through a Python programming methodology classifier is presented. The developed system is based on the flexor digitorum profundus muscle signals where the ...

One-class support vector machine (SVM) is an extension of SVM to handle unlabeled data. As a mature technique for outlier detection, one-class SVM has been widely used in many applications. However, ...

The Support Vector Machine (SVM) classifier outperformed other classifiers, such as Random Tree and Maximum Likelihood. Satellite data from Landsat and Sentinel 2 was classified using a developed ...