Implementing Linear SVM and the Center Hyperplane Equation in Machine Learning

The follow python code shows the margin of the linear SVM and the center hyperplane equation, when C=1000

Code Implementation

Output:

The center line equation: 2.20075236*x1+3.79433219*x2+(-2.89777385)

If you change C=1, you get

The center line equation: 1.55560000*x1+1.24440000*x2+(-1.49256075)