Changes in version 1.1-6 (2014-07-25) o The file CreateGrantData.R was updated to include code to create the objects factorPredictors and factorForm. Changes in version 1.1-5 (2014-02-03) o 03_Data_Pre_Processing.R was changed to include code from the Computing section on creating dummy variables. o 04_Over_Fitting.R was modified. Changes were made to: • avoid a warning message when the SVM grid was created • classProbs = TRUE was added to the control function for the object svmFit • some notes were made in the potential differences in SVM results between versions of caret o 06_Linear_Regression.R was updated to use the newer "ridge" model in caret. o In 07_Non-Linear_Reg.R, some notes were made in the potential differences in SVM results between versions of caret o In 16_Class_Imbalance.R, verboseness (verbosity?) was turned off to make the results cleaner. Also, the code for svmWtFit was using the wrong tuning grid (svmGrid2 instead of svmGrid1). o 19_Feature_Select.R was changed so that the resampling values were only saved for the final model. Changes in version 1.1-4 (2013-10-31) o The data set ChemicalManufacturingProcess did not contain the rows with missing data. They were added back in. o Small changes to conform to R CMD check. Changes in version 1.1-2 o Code to create the carsSubset object in Seciton 3.8 was added to 03_Data_Pre_Processing.R Changes in version 1.1-1 (2013-05-30) o Initial Version