Sentence examples for outputs cluster from inspiring English sources

Our algorithm outputs cluster centroids that (ideally) correspond to soma centers.

The "complete" data sets used to estimate bias in this study were generated through stochastic epidemic modeling that outputs cluster distributions in addition to estimates of the incidence of TB infection and disease.

The tool calculates correlation coefficients between all pairs of gene expression profiles measured in the experiment and outputs clusters of highly correlated genes.

Output: cluster configuration.

Table 1 Definitions of symbols used in Algorithm 1 Symbol Definition (mathbb {C}) Input cluster set k Specified number of output clusters (mathbb {R}) Output cluster set (top_k_clusters(mathbb {C}, k)) Top-k clusters (in mathbb {C}) (inner_edges(c)) Inner edges of cluster c neighbors(c) Adjacent clusters of cluster c (cut_edges(n, m)) Cut edges between cluster n and m.

In these algorithms, a learning rate is used as a fuzzy membership value of the current input vector in the output cluster.

The relative abundance of each sample in a cluster was used to create an abundance matrix using the output cluster files from the CD-HIT program, the files containing the original fasta sequences and headers for each sample (abundanceMatrix-twoStep.pl).

The granularity of the output cluster was set with an inflation value of 2.5.

Accuracy was evaluated on the simulated datasets using the ARI calculated between the output cluster partitions and the true partitions.

The result of the preliminary experiment with various output cluster numbers of the FCM clustering algorithm is shown in Figure 5.

Generally speaking, cooperativity would amplify small changes in the input (concentration of active cofilin) to a larger difference in output (cluster formation and severing).