Submission method options
Alternative submission method
Task
Task 1 (20 marks)
Load the lonosphere.arff dataset in Weka to perform rule classification using the
following methods
• JRip
• Ridor
For each method produce a summary of the rules produced and comment on their
accuracy using performance metrics used in Weka.
Task 2 (20 marks)
Load the Vote.arff dataset in Weka to perform association rule learning using the
following methods
• Apriori
• FPGrowth
For each method produce a summary of the rules produced and comment on their
accuracy.
Task 3 (20 marks)
Load Breast-Cancer.arff dataset in WEKA for Bayesian classification using the following
methods
• BayesNet
• AODE
For each method produce a summary of the classification produced and comment on
the accuracy of the method.
Rationale
To gain understanding of main methods for
• Rules classification
• Association rule learning
• Rule creation using Bayesian Analysis