Draw the hyperplane and what is the maximized margin

Reference no: EM133480244

Question: Support Vector Machines: Given 10 points in Table 1, along with their classes and their Lagrangian multipliers (αi), answer the following questions. The solution is already provided in the lecture slide.

Using NumPy, implement a simple SVM that returns the coefficients of the hyperplane. The simple SVM does not require an SDG approach. The simple SVM has three arguments, X, Y, and , as simple_SVM(X,Y,alpha). What is the equation of h(x)? Draw the hyperplane with the 10 points.

Write a method that calculates the distance of each point from the hyperplane and returns a binary result if a point is within the margin. If a point is in the margin, the binary result is 1 and 0 otherwise. What is the maximized margin? Return the result in the table format as shown.

Classify the point z = (3, 3)T using h(x) from above.

Reference no: EM133480244

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