Solve the 1 question :: machine learning

There is 1 question and the question is attached.  This is not coding problem. You need to solve it "Manually".

There are some answers in google or chegg. But the answers are coded. I need the answer it manually.    If you copy the answer and give it to me, i will dispute and refund the money. 

Please read the question carefully and solve it.