Consider following common data: print("Classification Report:\n", classification_report(y_test, y_pred)) Classification Report: precision recall f1-score support 0 0.86 0.67 0.75 9 1 0.97 0.99 0.98 105 accuracy 0.96 114 macro avg 0.91 0.83 0.87 114 weighted avg 0.96 0.96 0.96 114 Consider the above classification report on a model where y_test contains the original labels and y_pred contains the predicted labels. Based on the above data, answer the given subquestions. Figure from the original question paper

Machine Learning Practice · End Term · 13 Apr 2025 · January 2025 term · Set QDD1

Question 30: Consider following common data: Consider the above class…

Question 30

+1 markNumerical answer

Consider following common data:

python

1print("Classification Report:\n", classification_report(y_test, y_pred))

text

1Classification Report:
2              precision    recall  f1-score   support
3
4           0       0.86      0.67      0.75         9
5           1       0.97      0.99      0.98       105
6
7    accuracy                           0.96       114
8   macro avg       0.91      0.83      0.87       114
9weighted avg       0.96      0.96      0.96       114

Consider the above classification report on a model where y_test contains the original labels and y_pred contains the predicted labels.

Based on the above data, answer the given subquestions.

Show answer

Correct answer: 0.98

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Question 30 of 30 in the IIT Madras BS Machine Learning Practice (MLP) End Term paper sat on 13 Apr 2025, in the January 2025 term (IIT M DIPLOMA AN EXAM QDD3 13 Apr 2025). It carries 1 mark.

Question 30: Consider following common data: Consider the above class…

Question 30

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