CT-AI · Question #34
A neural network has been designed and created to assist day-traders improve efficiency when buying and selling commodities in a rapidly changing market. Suppose the test team executes a test on the…
The correct answer is A. Threshold coverage. The syllabus details that threshold coverage requires each neuron to achieve an activation value greater than a specified threshold: "Threshold coverage: Full threshold coverage requires that each neuron in the neural network achieves an activation value greater than a…
Question
A neural network has been designed and created to assist day-traders improve efficiency when buying and selling commodities in a rapidly changing market. Suppose the test team executes a test on the neural network where each neuron is examined. For this network the shortest path indicates a buy, and it will only occur when the one-day predicted value of the commodity is greater than the spot price by 0.75%. The neurons are stimulated by entering commodity prices and testers verify that they activate only when the future value exceeds the spot price by at least 0.75%. Which of the following statements BEST explains the type of coverage being tested on the neural network?
Options
- AThreshold coverage
- BNeuron coverage
- CSign-change coverage
- DValue-change coverage
How the community answered
(44 responses)- A75% (33)
- B14% (6)
- C5% (2)
- D7% (3)
Explanation
The syllabus details that threshold coverage requires each neuron to achieve an activation value greater than a specified threshold: "Threshold coverage: Full threshold coverage requires that each neuron in the neural network achieves an activation value greater than a specified threshold."
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