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This general form is much more concise than previous predictors.
Our predictor, referred to as SucStruct (Succinylation using Structural features), proved to significantly improve performance when compared to previous predictors, with sensitivity, accuracy and Mathew's correlation coefficient equal to 0.7334 0.7946, 0.7444 0.7608 and 0.4884 0.5240, respectively.
Third, the fusion of two prediction window sizes provides more flexibility in accounting for length variation of TMHs, and thus reduces the bias towards a fixed TMH length introduced by using only one window size (as treated in all the previous predictors).
The MAE value on CB502 is about 2%~5% lower than previous predictors.> -wrap-foot> Unresultsd results are denoted by "-"; best results are shown in bold.
This indicates that, in contrast to previous predictors, the number of interface residue contacts is a rather robust predictor that is less sensitive to conformational changes.
Therefore, a new computational method must be proposed to overcome those problems existing in previous predictors, as well as to predict AMPs accurately and effectively.
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A hypothesis driven approach was used where predictors expected to influence outcome were based on a previous predictor study by our research group.
Thus, for short blocks, a substantial part of the prediction of the block is influenced by the history of the previous predictor.
Thus, the new predictor based on real-time PCR is comparable to the previous predictor based on ATAC-PCR.
Parameters such as the p-value, fold change and genomic context of transcripts that were used successfully in the previous predictor were again incorporated into the linear model.
Author response: Our previous predictor developments have always been described in a pair of papers – one for the analysis of the property pattern near the modification site, another for the description and validation of the predictor.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com