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Stepwise multivariate regression (SMR) models of DEA and BD were performed using the measured soil characteristics and denitrifier and nitrifier abundance as explanatory factors to determine whether the microbial community size influenced prediction of denitrification activity.
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After exploring how experimental testing conditions influenced predictions of drug target predictions, focus shifted to the computational details of SSEM-Lasso's training phase.
Leave-one-day-out cross-validation, one of many evaluation methods, was used to test whether individual monitoring days substantially influenced predictions.
Imputation method [ 21] and the genomic selection model [ 16] may influence prediction accuracy, i.e., the correlation between predicted and true breeding values.
Each layer influences prediction on a target layer to a different extent.
For predictions generated by CodingQuarry, a possible explanation is the contribution of RNA-seq evidence and how this could influence prediction accuracy.
Besides differences in allele frequencies between SNPs and QTL, differences in allele frequencies of QTL across breeds may also influence prediction accuracy.
Our findings show that although autoantibody number is a predictor of type 1 diabetes, the particular type and titer of an autoantibody can influence prediction.
Choice of start codon may however influence prediction of signal peptides using most signal prediction algorithms, including SignalP, because they consider the distance between the potential cleavage site and the precursor starting point.
Since population structure in factorial crosses strongly influences prediction accuracy, we used a cross validation strategy where training and validation sets were not related to each other via common parental lines.
I don't think this indicates global warming or can influence predictions for the coming winter.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com