What will be the output of the following code? from sklearn.datasets import load_wine one = load_wine() two = load_wine(return_X_y = False) three = load_wine(as_frame = False) four = load_wine(as_frame = False, return_X_y = False) print(type(one)) print(type(two)) print(type(three)) print(type(four))

(A) Bunch, Tuple, DataFrame, DataFrame

(B) Bunch, Tuple, DataFrame, Tuple

(D) DataFrame, DataFrame, DataFrame, DataFrame

(E) Bunch, Ndarray, Bunch, Ndarray

(F) It will result into an error.

MLP End Term: 11 December 2022, Set ETD1 (September 2022 term)

Question 1

+2 marksOne correct option

What will be the shape of X and y?

A
(120,90) and (120,)
B
(120,10) and (120,)
C
(90,120) and (90,)
D
(90,10) and (90,)

Question 2

+2 marksOne correct option

What will be the shape of the feature matrix (X.shape) and the label vector (y.shape) for the following block of code?

A
(699, 1) and (599, 1)
B
(500, 1) and (500, 1)
C
(1, 500) and (1,500)
D
(599, 1) and (699, 1)

Question 3

+2 marksOne correct option

What will be the output of the following code?

python

1from sklearn.datasets import load_wine
2one = load_wine()
3two = load_wine(return_X_y = False)
4three = load_wine(as_frame = False)
5four = load_wine(as_frame = False, return_X_y = False)
6
7print(type(one))
8print(type(two))
9print(type(three))
10print(type(four))

A
Bunch, Tuple, DataFrame, DataFrame
B
Bunch, Tuple, DataFrame, Tuple
C
Bunch, Bunch, Bunch, Bunch
D
DataFrame, DataFrame, DataFrame, DataFrame
E
Bunch, Ndarray, Bunch, Ndarray
F
It will result into an error.

35 more questions in this paper

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More on the MLP End Term 11 Dec 2022 Set ETD1 paper

The IIT Madras BS Machine Learning Practice (MLP) End Term paper sat on 11 Dec 2022, in the September 2022 term, set ETD1: 38 questions for 100 marks in 180 minutes. The first 3 questions are below. Sign in with Google — it is free — to see the whole paper with its answers and explanations, in learning mode or as a timed mock test.

Feature	MLP End Term 11 Dec 2022 Set ETD1 at a glance
Term	September 2022 term
Subject	Machine Learning Practice
Course code	BSCS2008
Questions	38
Marks	100
Duration	180 min
MCQ	29
MSQ	5
Numerical	4
Official paper	IIT M DIPLOMA AN1 EXAM ETD1 11 Dec 2022
Negative marking	No negative marking.
Updated	25 Sept 2026

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MLP End Term: 11 December 2022, Set ETD1 (September 2022 term)

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