I am trying to apply BART for classification in a problem where predictors are dummy variable as well as the y variable. I know is an uncommon set up but unfortunately this is the setting. Actually the 0 and 1 values were obtained from a categorical variable ranging from -4 to 4 setting the negative values to 0 add the positive values to 1. I also have the categorical version of the data in case it may be useful.