kaggle_SVM_pick

predict_function_full = function(test.obs){
  obs.NAs = sum(is.na(test.obs))
  
  if(obs.NAs == 0){
    return(predict(M0.svm.full, test.obs[-1], probability = TRUE, na.rm = TRUE))
  }
  else if(obs.NAs == 1){
    return(predict(M1.svm.full, test.obs[-1], probability = TRUE, na.rm = TRUE))
  }
  else if(obs.NAs == 7){
    return(predict(M7.svm.full, test.obs[-1], probability = TRUE, na.rm = TRUE))
  }
  else if(obs.NAs == 8){
    return(predict(M8.svm.full, test.obs[-1], probability = TRUE, na.rm = TRUE))
  }
  else if(obs.NAs == 10){
    return(predict(M10.svm.full, test.obs[-1], probability = TRUE, na.rm = TRUE))
  }
  else{
    return(predict(M11.svm.full, test.obs[-1], probability = TRUE, na.rm = TRUE))
  }
}