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The performance of a random forest model for Set A was almost identical to the 1-component PLS model, so the AUC performance difference between Set A and Set B random forest models was an even higher 0.24. Figure 7 Averaged ROC curves of PLS models for aryl-amine sets (MW < 250 g/mol).
The performance of the prebuilt model on the 327 aryl-amines in Set A was quite poor with an AUC of the ROC curve of 0.59 for the molecular weight < 250 g/mol subset and 0.61 for the molecular weight ≥ 250 g/mol subset.
The average entropy for stimuli from stimulus Set A was 2.67 bit/pixel, the average entropy for stimuli from stimulus Set B was 8.64 bit/pixel.
This suggests that although stimulus Set A was simpler from an information theoretic point of view, it might be less suited for the visual system and thus actually more difficult for the participants.
In addition, given that the L4_OR score only counted steps of transcriptional analysis in which at least one nucleotide was engaged, the test results suggested that efficacy and efficiency of shorter AONs (Set A) was more attenuated by engaged nucleotides at the ends of their target sites compared to longer AONs (Set B).
The set of amino acid sequences of putative anammoxosomal proteins ("set A") was first constructed from the cytochrome c proteins with a peptide coverage of more than 10% in an experimental analysis of the K. stuttgartiensis proteome (Kartal et al., unpublished data).
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Set a goal which is achievable.
Setting an intention is critical.
"The table is set," a friend remarked.
A full head set is a must.
Every waypoint you set was a commitment.
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CEO of Professional Science Editing for Scientists @ prosciediting.com