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Uncertainty is the uncertainness of any happening which may occur but probability is the ratio of which the happening will occur.The number of happening can also be included in the probability section but not in uncertainty.Both the words are roughly opposites of each other.

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Q: What is difference between uncertainty and probability?
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What is the difference between probability and membership function?

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