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Machine Learning Practice · End Term · 7 Aug 2022 · May 2022 term

Question 39: Which of the following is/are true about the following b…

Question 39

+4 marksOne or more correct options

Which of the following is/are true about the following block of the code?

python
from sklearn.neural_network import MLPClassifier
X = [[0., 0.], [1., 1.],[2., 3.],[5., 4.]]
y = [0, 0, 1, 1]
rs = MLPClassifier(solver='adam',
                   alpha=0.0001 ,
                   batch_size="auto",
                   hidden_layer_sizes=(8,12),
                   random_state=12)
rs.fit(X,y)
rs.score(X,y)

Select all that apply.

  1. A

    Given dataset belongs to binary classification.

  2. B

    Number of neurons in the 1^(st) hidden layer is 8.

  3. C

    Strength of the L1 regularization term is 0.0001

  4. D

    The activation function for the output layer in the given code is the ′logistic′ function.

Show answer

Correct answers

  • A

    Given dataset belongs to binary classification.

  • B

    Number of neurons in the 1^(st) hidden layer is 8.

  • D

    The activation function for the output layer in the given code is the ′logistic′ function.

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Question 39 of 40 in the IIT Madras BS Machine Learning Practice (MLP) End Term paper sat on 7 Aug 2022, in the May 2022 term (IIT M FOUNDATION DIPLOMA ENDTERM QPB1 07 Aug 2022 IBA NS). It carries 4 marks.

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