Data Files

Here is a list of Sample data files used in this project.

        A sample bacteria file

        A sample rainfall file

        A sample *.cas file

        A sample *.arff file   

readfile3Oct.pl is a copy of the program that I wrote in pearl to manipulate above two files to create the Netica *.cas files. The *.cas files were converted to *.arff to use with weka with the use of sed and awk, testing on a specific split in Netica could be achieved by converting a test/train split that weka outputs back to a *.cas file in the reverse process.

See the evaluation software developed by Lucas Hope here. EvaluateAll.java, InfoReward.java, Accuracy.java, Evaluate.java, EvalFunction.java and a default.eval

Ssee my adaptation of his code to include my wrapper so that a Bayesian Network structure can also be evaluated MyEvaluateAll.java and the wrapper NetClassifier.java. A sample BeachEntc.eval file is included  and  Readme.txt file to assist in the getting all the software running together and understanding the results .

See the Weka website - www.cs.waikato.ac.nz/ml/weka, for more details on their Java implementations of machine learning.

For any Questions regarding how to use the above code, please don't hesitate to ask, email me at shannon.watson@csse.monash.edu.au