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If such predictors are included in the model, the response will be predicted with less accuracy.
The effective usable volume can be predicted with less than 11% error using the mean values, seabed condition, and facility standard volume determined at the design stage.
We determined that the burial volume of an AR can be predicted with less than 20% error using the mean values of k1 = 1.33, k2 = 1.36, and k3 = 1.37 for a rigid seabed and k1 = 1.32, k2 = 1.72, and k3 = 1.83 for a soft seabed.
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In particular 37 incident cases out of 50 are predicted with less than 20 min of prediction error.
Due to lacking near neighbors in the training set, it is assumed that these isolated objects are predicted with less reliability.
The stroke and operating frequency are predicted with less than 2% error whereas the output power discrepancy is of about 30%.
In the end, with n min = 2, over 60%% of the tested chemical shifts were predicted with less than 0.2 ppm error, and only 5%% of them were found with error exceeding 1 ppm.
Laminar flow data not only from this work but also from work from the literature is very well predicted while transitional and turbulent flow data are predicted with less accuracy, requiring improvements on predicting transition points.
More than 45% of all residues are predicted with less than 10% absolute error and less than 4% of all residues are predicted with greater than 40% error.
Lange and colleagues performed an analysis to determine the accuracy of predicted secondary structures using yeast PARS data [ 39] and a curated set of structured cis-regulatory elements, and found that more accurate secondary structures were predicted using local (i.e. windowed) folding with window sizes of 100-150 nt, and that the edges of windows were predicted with less accuracy [ 57].
After the structural variations were predicted by pindel the pindel2vcf from the pindel suite was used to filter out variants that were predicted with less than four reads as well as any variants due to homopolymer and microsatellite repeats as these could represent sequencing errors (pindel2vcf parameters: -e 4 -ir 2 -il 10 -pr 1 -pl 10).
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