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The performance of the Set A model was actually better for Set B data than for the data used to train it while a model based on Set B had clear difficulty in predicting Set A. This can be quickly seen in Figure 10 which shows the ROC curve for Set B predicted by a PLS model built on Set A (solid red line, left graph) and the ROC curve for Set A predicted by Set B (solid orange line, right graph).
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The upcoming predicted set of requests incurs a profit for the broker.
Among the 270 true positive set, 39 were included in the 65 predicted set.
The in-silico predicted set of secreted proteins comprises 869 proteins for A. pullulans var.
Thus, every predicted set of interactions may complement and improve the quality of the original network data.
As a result, the consensus set achieved a higher hit ratio than the sum of the sets and than either individual predicted set.
The total matched set was then subtracted from the total predicted set of novel pre-miRNA sequences to obtain the unmatched set of novel pre-miRNA sequences.
This series of compounds was processed by a k-means cluster analysis in order to design training and predicting sets.
In a follow-up study they explored the above relations as a mechanism for predicting sets of side-effects for new drug candidates [5].
This argument is consistent with the idea of bistability, revealed by network analysis, predicting sets of genes that are co-ordinately up- or down-regulated [14].
The problem of predicting sets of components of heteromeric protein complexes is a challenging problem in Systems Biology.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com