We conducted a study using our gene cluster evolution simulator from [ 17], in order to (1) more rigorously explore the effects of the main tuning parameter (the 80% paralog coverage threshold for criterion selection) on CHAP's sensitivity and false discovery rate, and to (2) measure CHAP's runtime performance on gene clusters of varying complexity.
42 Thus, the duality of this cluster reflects the complexities of cancer progression as well as the intricacies of the regulation network of miRNAs and their targets in a tumour and cell type-dependent manner.
If there are K users in the cluster and B base stations forming a cluster, the complexity of computing the joint capacity can be approximated as (O(K N_{T} B^{2} {N_{R}^{2}})).
Indeed, the epichloid biosynthetic gene clusters show a level of complexity somewhat higher than that of most characterized gene clusters in other fungi, with "mini-clusters" of genes and MITEs separated by nested autonomous retrotransposons and DNA transposons (Young et al. 2006; Fleetwood 2007).
These issues drastically increase scaling to a GPU cluster, bringing additional sources of complexity and latency.
I've spent a lifetime trying to arrange words in ways that will distill life, words that will create the cluster of associations necessary to convey the complexity of any lived moment.
However, it has been reported that the cloning of candidates in other melon accessions is particularly difficult, probably due to the existence of several sources of variability, including the variable complexity of the cluster of resistance genes depending on the genotype [ 35].
To measure the robustness of each cluster, biological complexity (BC) was defined as the number of samples with at least 1 tag in the cluster.
Since different clusters still retain varying levels of complexity, it was important to include in the workflow a calculation of within-group homogeneity, referred to below as precision.
This would however come at the cost of complexity for clustering as well as MCP.
In addition, since there are (binom {N/k}{2}) combinations of possible node pairs in each cluster, the computational complexity of one cluster is O[((N/k)- 2)(N/k)((N/k -1)/2] = O((N/k -1 (step 3).
