To compare the performance of Spikes_Link_WC , two other algorithms were used: Wave_Clus, and Combinato \cite{Niediek_2016}. In both cases the default parameters were used, in the case of Combinato other set of parameters were tested but without cualitative changes on the results.
Before calculate 
To remove the mulneurns labeled as class zero in the simulations were removed from the analysis. 
The Fig. \ref{582093} shown a simulated long recording and the results obtained by each algorithm. The metrics: Recall, Precision and Accuracy are defined and calculated in the same way that \cite{Jun_2017}.