Consider the following code and its output: keep following symbols in mind: - >>>: Represents input code - # : Represents comment in a code - ... : Represents code continuation - Without any symbols at the beginning of a line then it is output of just above input line of code. >>> from sklearn.datasets import load_iris >>> from sklearn.linear_model import LogisticRegression >>> X, y = load_iris(return_X_y=True) >>> clf = LogisticRegression(random_state=0).fit(X, y) >>> print(y[70:80]) [1 0 1 0 1 1 1 0 0 1] >>> print(clf.predict(X[70:80, :])) [0 1 1 0 1 1 1 0 1 0] >>> print(clf.score(X[70:80, :], y[70:80])) What will be the output of the above code? Enter your answer correct to one decimal place.

Machine Learning Practice · End Term · 24 Dec 2023 · September 2023 term · Set FDD1

Question 33: Consider the following code and its output: keep followi…

Question 33

+3 marksNumerical answer

Consider the following code and its output:

keep following symbols in mind:

>>>: Represents input code
# : Represents comment in a code
... : Represents code continuation
Without any symbols at the beginning of a line then it is output of just above input line of code.

python

1>>> from sklearn.datasets import load_iris
2>>> from sklearn.linear_model import LogisticRegression
3
4>>> X, y = load_iris(return_X_y=True)
5>>> clf = LogisticRegression(random_state=0).fit(X, y)
6
7>>> print(y[70:80])
8[1 0 1 0 1 1 1 0 0 1]
9
10>>> print(clf.predict(X[70:80, :]))
11[0 1 1 0 1 1 1 0 1 0]
12
13>>> print(clf.score(X[70:80, :], y[70:80]))

What will be the output of the above code? Enter your answer correct to one decimal place.

Show answer

Correct answer: 0.6

See the whole paper Take it as a mock test

Question 33 of 38 in the IIT Madras BS Machine Learning Practice (MLP) End Term paper sat on 24 Dec 2023, in the September 2023 term (IIT M DIPLOMA FN EXAM FDD1 24 Dec 2023). It carries 3 marks.

Question 33: Consider the following code and its output: keep followi…

Question 33

More questions from this paper