Early detection is a matter of growing importance in multiple domains as network security, health conditions over social services or weather forecasts related disasters. It not enough to make good decision but it also needs be made on time. In this paper, we define method evaluate anomalies time-aware systems. To do so, present the early problem from generic perspective, examine evaluation metr...