COMPUTER PROGRAMMING FUNDAMENTALS
WHAT IS PROGRAMMING
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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Probabilities are just estimates-always prone to error
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Choices are set out in a logical way
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Potential options & choices are considered at the same time
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Use of probabilities enables the “risk” of the options to be addressed
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Detailed explanation-1: -Disadvantages of Decision Trees One of the limitations of decision trees is that they are largely unstable compared to other decision predictors. A small change in the data can result in a major change in the structure of the decision tree, which can convey a different result from what users will get in a normal event.
Detailed explanation-2: -Choose a disadvantage of decision trees among the following. Answer-C) Decision trees are prone to overfitting.
Detailed explanation-3: -2. Decision trees are prone to overfitting, especially when a tree is particularly deep. This is due to the amount of specificity we look at leading to smaller sample of events that meet the previous assumptions. This small sample could lead to unsound conclusions.
Detailed explanation-4: -A decision tree is a map of the possible outcomes of a series of related choices. It allows an individual or organization to weigh possible actions against one another based on their costs, probabilities, and benefits.