Optimal sedentary cut-points derived from ROC were 554.3 CPM ( ROC-AUC of 0.99 ) for vector magnitude for hip , 1756 CPM ( ROC-AUC of 0.94 ) for vertical axis for wrist , and 3958.3 CPM ( ROC-AUC of 0.93 ) for vector magnitude for wrist placement .