4. Which mathematical equations in SVM theory are implemented in the following Pythonfunctions. Write the corresponding two equations with their mathematical expressions.equation -1:equation-2:def compute_w(multipliers, X, y):return np.sum(multipliers[i] * y[i] * X[i]for i in range(len(y)))w = compute_w(multipliers, X, y)def compute_b(w, x, y):return np.sum([y[i] - np.dot(w, X[i])for i in range(len(X))])/len(X)b = compute_b(w, x, y)

Support Vector Machine (SVM) is a supervised machine learning algorithm that can be used for…

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