ISQI ISTQB Certified Tester AI Testing (v1.0) 認定 CT-AI_v1.0_World 試験問題:

1. An image classification system is being trained for classifying faces of humans. The distribution of the data is
70% ethnicity A and 30% for ethnicities B, C and D. Based ONLY on the above information, which of the following options BEST describes the situation of this image classification system?
SELECT ONE OPTION

A) This is an example of hyperparameter bias.
B) This is an example of algorithmic bias.
C) This is an example of sample bias.
D) This is an example of expert system bias.

2. Which ONE of the following approaches to labelling requires the least time and effort?
SELECT ONE OPTION

A) Pre-labeled dataset
B) Al-Assisted
C) Internal
D) Outsourced

3. Which ONE of the following is the BEST option to optimize the regression test selection and prevent the regression suite from growing large?
SELECT ONE OPTION

A) Using an Al-based tool to optimize the regression test suite by analyzing past test results
B) Automating test scripts using Al-based test automation tools.
C) Using of a random subset of tests.
D) Identifying suitable tests by looking at the complexity of the test cases.

4. A system was developed for screening the X-rays of patients for potential malignancy detection (skin cancer).
A workflow system has been developed to screen multiple cancers by using several individually trained ML models chained together in the workflow.
Testing the pipeline could involve multiple kind of tests (I - III):
I.Pairwise testing of combinations
II.Testing each individual model for accuracy
III.A/B testing of different sequences of models
Which ONE of the following options contains the kinds of tests that would be MOST APPROPRIATE to include in the strategy for optimal detection?
SELECT ONE OPTION

A) Only III
B) I and III
C) I and II
D) Only II

質問と回答：