Bias Detection Clarify Quiz

Quiz covering Data Integrity

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

1. 1

   Which of the following is the most common example of historical bias in a dataset?

2. 2

   You are building a facial recognition model and realize your training set consists of 90% images from one specific demographic. What type of bias is primarily present here?

3. 3

   A loan approval model uses 'zip code' as a feature. Even though 'race' is excluded, the model consistently denies loans to minority-majority neighborhoods. This is an example of:

4. 4

   When checking for 'Measurement Bias' in your data, which of the following practices is most effective?

5. 5

   You are auditing a model for 'Aggregation Bias' by looking at its performance across different subgroups. Which scenario indicates this bias is present?