ahmedshabib/cs7641-assignment2

Java

For testing on your own machine, you need to install the following libraries.

Steps to reproduce the results

git clone https://github.com/ahmedshabib/cs7641-assignment2
cd cs7641-assignment2
git clone https://github.com/pushkar/ABAGAIL
cd AGAGAIL
ant
cd ..
cp AGAGAIL/AGAGAIL.jar .
java -cp AGAGAIL.jar phishing_rhc.java
java -cp AGAGAIL.jar phishing_sa_val.java
java -cp AGAGAIL.jar phishing_ga_val.java
java -cp AGAGAIL.jar phishingwebsite_finaltest.java

For Part 2

1. Traveling Salesman Problem - Highlights GA

java -cp ABAGAIL.jar opt.test.TravelingSalesman_Toy

2. Continuous Peaks Problem - Highlights SA

java -cp ABAGAIL.jar opt.test.ContinuousPeaks_Toy

3. Four Peaks Problem - Highlights MIMIC

java -cp ABAGAIL.jar opt.test.TravelingSalesman_Toy

The model results (training times and fitness function values) are stored in .csv files located at ~\ABAGAIL\Optimization_Results

Code modified from https://github.com/kylewest520/CS-7641---Machine-Learning/tree/master/Assignment%202%20Randomized%20Optimization