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Page history last edited by mike@mbowles.com 10 years, 3 months ago



chap5_alternative_classification.pdf  EnsembleMethods.pdf



 Reference Material: for the mathematical details of SVM



R-package that includes SVM



Helpful Book on Ensemble Methods -

Seni, Giovanni and Elder, John, Ensemble Methods in Data Mining, Morgan & Claypool, 2010


Here's an amazon link to the book:


Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions (Synthesis Lectures on Data Mining and Knowledge Discovery)




Support Vector Machine: svm1.R  AdaBoostRandomForestSonar.R



Data Files:

The Wine Data Set and the Iris Data Set are on UC Irvine's database web site

Sonar Data Sets:  sonar_test.csv   sonar_train.csv 



Homework:  Homework05.doc  Homework05.pdf



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