A fixed number of MS are uniformly drawn on a given cell.
The input of each user (x u ) is randomly generated by uniformly drawing an integer from the set {1,2,…,16}.
This would be the correct value if GRS codes were random codes over of length, with codewords uniformly drawn from.
This is done by uniformly drawing a random number ρ∈ [0,1] and by checking if n_{mathrm{d}} > N_{text{dupl}} - rho, (2).
However, as it was mentioned previously, both ROC and AUC provide different type of information – that is not only classification itself, but they also take into account ranking, showing the rate of expectation that a uniformly drawn random positive is ranked before a uniformly drawn random negative.
In case the node is allowed to take part in the relaying process, the packet will be scheduled to be transmitted after a random time T back, uniformly drawn in [ T min,T max].
Each time it receives a packet of a generation for the first time, i.e., an innovative packet, it will schedule it for forwarding after the relative backoff time, still uniformly drawn in [ T min,T max].
where τ is the ACK time, t delay is the delay time relative to the retransmissions (retx)., and rand [ a,b] selects a random number, uniformly drawn in [ a,b].
Recall, precision and MCC values are generated only on the basis of the confusion matrix, whereas ROC and AUC take into account the value of predictive function – therefore they provide information about the expected proportion of positives ranked before a uniformly drawn random negative.
As in the case of the heterogeneous time constant, the same type of bistability of the single- and double-cluster states is observed in the regime of the same parameter values considered here Fig. 4 The same type of snapshot for 40 neurons as in Fig. 2, but when the heterogeneity exists in the current,, where and 's are uniformly drawn from.
In this definition, we consider the sets U r as random variables and assume T r is uniformly drawn from U r. Since the random user selection approach possibly decreases the number of inputs (from |U r | to |T r |), this could lead to a reduced accuracy of the output, e.g. the result of the recommendation.
