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The Weighing Machine
Describe the simplest model as a machine that weighs its inputs, and say which of its parts training changes.
You are deciding whether to take an umbrella. Dark sky counts for a lot. A forecast you half trust counts for something. A friend saying it looks fine counts a little, against.