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Based on Lewis's subjective MAPE interpretations (Ofori et al. 2012), the model variants produce MAPE results that indicate reasonable forecasting.
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The first observation we make, is that the RdRP model and the two antisense variants produce results in similar orders of magnitude, both with respect to active against silenced TEs, and active TEs against VLPs.
Several model variants were produced using different estimates of the quality of the water leaving the root zone and contrasting methods of weighting the input data.
These variants produce very small, mostly nonpigmented and nonhemolytic colonies.
Therefore, we selected P. lipolytica as a model to investigate the potential ecological significance of the variants produced during biofilm formation and to explore the genetic changes that lead to the alterations of colony morphology by whole-genome re-sequencing.
Rare variants produced larger increments in AUC when the baseline model had lower AUC, but in these scenarios NRI >0.01) and IDI remained close to zero.
Thus, none of the biomass variants produced significant improvement over cellulase activity (FPU).
Annotation of these variants produced by SnpEff.
Of these other model variants several were capable of producing the required wildtype pattern, but only one other was also capable of mimicking the range of phenotypes of the mutants and transgenic lines.
The following model variants were considered.
Our custom variant caller shows important performance advantages over the existing Varscan 2 implementation of the same variant calling model, while producing the same analysis results.
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