Discuss the strengths and weaknesses of both methods.
C4.5rules is an implementation of an indirect method for generating rules
from a decision tree. RIPPER is an implementation of a direct method for
generating rules directly from data.
The C4.5 rules algorithm generates classification rules from a global
perspective. This is because the rules are derived from decision trees,
which are induced with the objective of partitioning the feature space
into homogeneous regions, without focusing on any classes. In contrast,
RIPPER generates rules one-class-at-a-time. Thus, it is more biased
towards the classes that are generated first.
You might also like to view...
The GPL states that any software distributed under its license ________.
a) can be freely redistributed b) must be delivered free of charge c) must be accompanied by its source code d) a and b only
You can sort data by one or more columns
Indicate whether the statement is true or false
When you have a second monitor attached to your computer, which view provides you with additional tools, such as a timer, to help you as you give your presentation?
What will be an ideal response?
Which of the following EAP methods uses TLS to authenticate the server to the client, but not the client to the server?
A. PPP B. EAP C. EAP-TLS D. PEAP