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Table 6 Clusters of dimensions for machine-generated big data sources Cluster References Accuracy [38] Completeness, Significance [38] Consistency [38, 47] Trustworthiness [38] Freshness [38] Dimensions in italic are representative of the cluster.
Table 5 Performance comparison for methods using the Poliner Ellis database References Accuracy Technique [88] 70 SVM [25] 85 SVM with memory [73] 79 DBN [96] 46 HMM and specialist signal processing [67] 39 MLP networks.
Table 5 Clusters of dimensions for process-mediated big data sources Cluster References Accuracy, Reliability [12, 36, 37] Consistency [37] Redundancy [37] Spread, Value of the tail, Connectivity [10, 37] Copying [37] Freshness, Coverage [45] Dimensions in italic are representative of the cluster.
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The analysis of the run time for each aligner must take into consideration a large number of factors including: read size, read quality, reference accuracy and contamination.
As a reference, accuracy of predicting breeding value in a purebred line when training was in the same line is given in Table 4.
We assert that differences in platform sensitivity, reproducibility and annotation cross-referencing accuracy account for a majority of the irreconcilable differences previously reported between different platforms [ 4- 7].
As shown in Table 4, our pairwise potential can improve reference-dependent accuracy by 3% and reference-independent accuracy by 0.01, respectively.
When the TM-score of two proteins under consideration falls into [0.65, 0.80], our method outperforms HHalign by ∼3.3% in terms of the reference-dependent accuracy and by ∼7.6% in terms of the reference-independent accuracy.
The reference-dependent accuracy is defined as the percentage of correctly aligned positions judged by the reference alignments.
The reference-dependent accuracy is defined as the percentage of correctly aligned positions judged by the reference alignments, which are built using our in-house tool DeepAlign (Wang et al., 2013).
Measure the proportion of ADR studies using diagnostic or procedural codes that measured or referenced code accuracy.
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