Task: SVM Hard Margin vs Soft Margin Comparison

Task: SVM Hard Margin vs Soft Margin Comparison: a task in Terminal-Lego-15k (Harbor dataset). Given a linearly separable dataset, investigate whether it is necessarily better to use a hard-margin SVM over a soft-margin SVM. Implement a Python program that demonstrates the comparison between…