A custom implementation of the SVM regression/binary-classification algorithm for Linear, RBF, Polynomial and Sigmoid Curves with AI assistance Classification problem with 2 categories, comparison ...

Repository files navigation # svm-engineered-from-scratch This project contains a simple and complete implementation of the Support Vector Machine (SVM) algorithm from scratch using Python, NumPy, and ...

Also, the explicit learning rates for the SVM regularized classifiers are derived. Published in: 2009 International Conference on Machine Learning and Cybernetics ...

In this paper, the performance of different SVM kernel functions (Polynomial, Linear and Gaussian) for modelling electricity and hydrogen production in the gas turbine cycle (GTC)-thermoelectric ...