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Machine Learning Practice · Quiz 1 · 7 Jul 2024 · May 2024 term

MLP Quiz 1 7 Jul 2024 — Question 19

Question 19

+2 marksOne correct option

Go through the code snippet given below and answer the given subquestions.

python
import numpy as np
from sklearn.linear_model import SGDRegressor
from sklearn.pipeline import make_pipeline
n_samples, n_features = 18, 4
rng = np.random.RandomState(0)
y = rng.randn(n_samples)
X = rng.randn(n_samples, n_features)
reg = SGDRegressor(max_iter=1000,
                   tol=1e-3,
                   eta0= 0.04,
                   power_t=5,
                   n_iter_no_change=3,
                   validation_fraction=0.3 ,
                   random_state=42)
reg.fit(X, y)
print(reg.coef_)
  1. A

    -0.528

  2. B

    1

  3. C

    0.528

  4. D

    Given code will return an error

Show answer

Correct answer

  • D

    Given code will return an error

See the whole paperTake it as a mock test

Question 19 of 24 in the IIT Madras BS Machine Learning Practice (MLP) Quiz 1 paper sat on 7 Jul 2024, in the May 2024 term (IIT M DIPLOMA AN EXAM QDD2 7 July 2024). It carries 2 marks.

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