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Machine-Learning Paradigms
Grade Level
Computer Science
HSCS.221 Machine-Learning Paradigms
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A student wants to group unlabeled sensor readings, then ask experts to name the groups afterward. The first modeling step is to create the groups. Which approach should the team identify in its design plan?
A
Rule-based programming, because the cluster validation workflow system would use hand-written if/then logic rather than learn from data.
B
Supervised learning, because the cluster validation workflow model would learn from examples paired with known target outputs.
C
Reinforcement learning, because the cluster validation workflow system would learn by trying actions and receiving rewards or penalties.
D
Unsupervised learning, because the cluster validation workflow model would search for structure in data that has no target labels.
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