Machine Learning Practice · End Term · 21 Dec 2025 · September 2025 term

Question 58: Given below a y_train list which consists of coffee orde…

Question 58

+2 marksOne correct option

Given below a y_train list which consists of coffee order's preference by the customers in a cafe.

MultiLabelBinarizer from sklearn library has been used to convert the y_train into numbers, so which of the following option matches with the output of the following code ?

1. A

   [[1 0 1 0],[1 0 0 1],[0 1 0 1],[0 1 1 0]]

2. B

   [[0 0],[1 0],[0 1],[1 1],[1 0],[0 0],[0 0],[0 0]]

3. C

   [[1 0 1 0 0 1 0 0],[1 0 0 1 1 0 0 0]]

4. D

   [[1 0][1 0],[1 0] [0 1],[0 1] [0 1],[0 1][1 0]]

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Correct answer

• A

  [[1 0 1 0],[1 0 0 1],[0 1 0 1],[0 1 1 0]]

Question 58 of 60 in the IIT Madras BS Machine Learning Practice (MLP) End Term paper sat on 21 Dec 2025, in the September 2025 term (Machine Learning Practice 18 Dec 25). It carries 2 marks.