I wrote SVM in AMPL , data has 9236 rows . In AMpl it can not be solved . After 30 minutes I get error that memory is not enough. but for that data set I use R and it takes 60 second to solve! it is very weird, isn't it? I am wondering how R solve this problem? I tried to get source code of SVM in R but I couldn't see what is exactly going on! I typed.
getAnywhere(svm.formula)
but it doesn't show me the algorithm. Does anybody know what is going on here?