When we make inferences from data and search for relationships in data,or when we use decision trees to help make decisions,we must deal with uncertainty.

Question

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When dealing with data, we often encounter incomplete or ambiguous information, or unexpected variations in data. This leads to uncertainty in the inferences and relationships we make. Decision trees are used to navigate through this uncertainty and help make informed decisions by considering all possible outcomes and probabilities.

When We Make Inferences from Data and Search for Relationships