Abstract: A linear SVM scales linearly with the size of a dataset, and hence is very desirable as a classifier for large datasets. However, it is not able to classify a dataset having a nonlinear ...

This notebook demonstrates the application of Support Vector Machines (SVM) for classifying breast cancer tumors as malignant or benign using the Breast Cancer dataset. Both linear and non-linear SVM ...

This project demonstrates binary classification using Support Vector Machines (SVM) in Python. A custom modular class has been created to manage training, evaluation, and visualization. The notebook ...