. Which mathematical equations in SVM theory are implemented in the following Python functions. Write the corresponding two equations with their mathematical expressions. 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)
. Which mathematical equations in SVM theory are implemented in the following Python functions. Write the corresponding two equations with their mathematical expressions. 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)
Related questions
Question
![4. Which mathematical equations in SVM theory are implemented in the following Python
functions. 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)](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fa38b1750-4836-4d47-bfc9-b05e81f0daae%2F4e28af16-df50-49af-b35e-269f8a4b07b4%2Fsanivki_processed.png&w=3840&q=75)
Transcribed Image Text:4. Which mathematical equations in SVM theory are implemented in the following Python
functions. 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)
Expert Solution
This question has been solved!
Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.
Step by step
Solved in 3 steps with 16 images
