Machine Learning Quiz

Machine Learning Quiz

12th Grade

50 Qs

quiz-placeholder

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Machine Learning Quiz

Machine Learning Quiz

Assessment

Quiz

Information Technology (IT)

12th Grade

Practice Problem

Hard

Created by

Đỗ Hòa

Used 1+ times

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50 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What can be learned from a predictive model should not change if the excluded in the training set is either included or (SP24_RE) (SU24_RE)

dataset filter

biased dataset

model fairness score

individual's data

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is a recommended security practice for machine learning datasets? (SP24_RE) (SU24_RE)

Ensure your team is full of different perspectives

Enact a sound data governance structure

Perform threat modeling with beneficial algorithms

Create a chain of command

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

A major downside to k-anonymity is that re-identification is possible with (SU24_RE)

multiple datasets

database leaks

sensitive columns

expanding k values

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

A benefit of glass-box models is that if an attribute is skewing the fairness of a decision, a human agent may choose to (SU24_RE)

trust it

re-run the algorithm without it

alert the team

ignore it

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

During cross-validation, which of the following dataset splits is used to tune the performance of a model? (SU24_RE)

Training set

Test set

Validation test

Unit test

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

When it comes to protecting private data, which of the following could be the root cause of a problem? (SU24_RE)

The data was stored insecurely.

The data was leaked online.

The data was deleted from storage.

The data was broken.

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

The Netflix prize privacy scandal is an example of reidentification through (SU24_RE)

k-anonymity

database leaks

multiple datasets

sensitive columns

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