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Data Mining Techniques Project
******* Predicting Income from Census Data using Multiple Classifiers ******* Team Members: Monisha Singh Smitha Bangalore Naresh Utkarsh Jadhav Submitted Folders & Files : CensusProject, CensusProjectReport.pdf 1) CensusProject folder contains java files and data to run in eclipse. The directory structure of CensusProject: CensusProject\src: CensusProject\src\CensusProject CensusProject.java(Main Program) CensusProject\src\preprocessing ConversionToArff.java Preprocessing.java CensusProject\src\Ensemble MajorityVote.java CensusProject\lib: weka.jar census-income.data census-income.test 2) CensusProjectReport.pdf contains the analysis. How to compile and run : 1)Open Eclipse. Import CensusProject 2)Copy the lib folder from CensusProject/lib to CensusProject/lib if not copied already and Add weka.jar to build path If weka.jar is coming as not found follow the steps to add weka.jar to this project: http://www.wikihow.com/Add-JARs-to-Project-Build-Paths-in-Eclipse-%28Java%29 Follow Method 1. 3)Copy the data files(census-income.data and census-income.test) into CensusProject folder.(NOTE: By default already present) 4)Run the project (i.e.CensusProject.java (our main program)). (NOTE: The time take to get output : 100~180 secs approx) 5)You will asked to key in the choice for Run Options on console. Please enter number 2.(Our algorithm) (NOTE: Output after running other options discussed in report. Same can be tested in our program by choosing respective options) Output: The output is generated on console. NOTE: census-income-data.arff and census-income-test.arff are created from census-income.data census-income.test and our project will read data from arff files. Just For Your Reference: The output.txt file contains the output for various options selected during runtime.
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