TAI part 2

Quiz
•
Business, Mathematics, Specialty
•
Professional Development
•
Easy

Slava Dubrov
Used 4+ times
FREE Resource
8 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 5 pts
What is a limitation of permutation feature importance?
Correlated features can have low importance
Hard to interpret
Requires retraining the model
It is not model agnostic
2.
MULTIPLE CHOICE QUESTION
30 sec • 5 pts
Which of the following is NOT a way to calculate feature importance in XGBoost?
Cover
Gain
Loss
Weight
3.
MULTIPLE CHOICE QUESTION
30 sec • 5 pts
The process of identifying the discrimination against the specific groups calls
Discrimination impact analysis
Disability impact analysis
Disparate impact analysis
Discrete impact analysis
4.
MULTIPLE CHOICE QUESTION
30 sec • 5 pts
Which of the following is NOT a taxonomy of the Fairness metrics?
Data VS Model
Pre-process VS In-process
Group VS Individual
WAE vs WYSIWYG
5.
MULTIPLE CHOICE QUESTION
30 sec • 5 pts
What does WAE stand for?
We’re all equivalent
We’re all explainable
We’re all expected
We’re all equal
6.
MULTIPLE CHOICE QUESTION
30 sec • 5 pts
Which of the following is a group of the bias mitigation algorithms?
In-Processing
Before-processing
After-processing
On-Processing
7.
MULTIPLE CHOICE QUESTION
30 sec • 5 pts
Which of the following is NOT an adversarial attack?
Extraction
Evasion
Poisoning
Interference
8.
MULTIPLE CHOICE QUESTION
30 sec • 5 pts
What type of adversarial attacks could be classified as Targeted/Untargeted?
Extraction
Evasion
Poisoning
Inference
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