title: SVM modeling with BIG DATA
body: <p>For modeling with SVM in R, I have used kernlab package (ksvm method)with Windows Xp operating system and 2 GB RAM. But having more data rows as 201497, I can'nt able to provide more memory for processing of data modeling (getting issue : can not allocate vector size greater than 2.7 GB).</p>
  
  <p>Therefore, I have used Amazon micro and large instance for SCM modeling. But, it have same issue as local machine (can not allocate vector size greater than 2.7 GB).</p>
  
  <p>Can any one suggest me the solution of this problem with BIG DATA modeling or Is there something wrong with this.</p>