| Category | Assignment | Subject | Computer Science |
|---|---|---|---|
| University | University of the Highlands and Islands (UHI) | Module Title | UG409764 Artificial Intelligence |
This assignment is worth 5% of your final mark for AI. It will be marked out of 5 but is 1/5th of the Assignment 2 15 marks total. There is a piece of code which you need to analyse, research its purpose produce a very short report and add the confusion matrix, so you need to be clear and concise.
worth 3 mark, tests your ability to analyse and evaluate the function of the program.
a. Start by giving a very brief outline of REPTree (not too exhaustively remember, it’s all only worth five marks!)
b. Fine-tunethe classification output by using some of the parameters of REPTree in the tutorial provided.
Explain the visualisation of the tree. What values has the tree used for branching off splitting the nodes? (2 marks)
A decision tree is similar to a structure akin to a flowchart. Each internal node represents a "test" on an attribute (e.g. whether a coin flip comes up heads or tails), each branch represents the outcome of the test, and each leaf node represents a class label (decision taken after computing all attributes). The paths from root to leaf represent classification rules.
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