3.3.3 Decison Trees 🌳 Flashcards
What is a decision tree?
A technique that shows the Possible outcomes of a decision
What do decision trees analyse?
Probability of a success
How do we calculate the net gain of a decision tree ?
Multiplied to success and failure with the outcome add them up
(Or subtract if it’s a negative failure)
then subtract with the cost
Pick the chance note with the higher net gain
What are the three positives of decision trees?
Forces manages to take in account the risks involved in decisions and help separate from important and unimportant risks
involved numerical values on decisions improve results
Helios Show possible courses of action of previously considered
What are the negatives of decision Trees ?
Based on probabilities which are estimated
Factors such as peoples opinions and the constraints are not shown lack of qualitative data
time lag - some numerical information may be out of date
Managers may be biased towards a certain chance node and manipulate the data
may be time-consuming
may not take account of the dynamic nature of business
sudden change in economic climate may change the decision Tree - obsolete