These RMS errors of prediction increased by more than 10 times when matching hypothetical "measured" water-level records where known drawdowns were obscured by environmental fluctuations.
To test if reliability of genomic prediction increased by giving certain SNPs a higher prior, we included some SNPs as fixed effects in the GBLUP model.
At stage two, the accuracy of the predictions was increased by enlarging the SPE eluent regressor's range (0 100% ethanol in water) and arranging the solvent system into three practical elution groups.
MiR-200c was the most accurate miRNA individually for predicting PFS and OS, and its prediction accuracy increased by a small margin when used in combination with miR-141.
Based on a statistical model generating the simulated data base, they investigate the value added by Swarm and found that the area of reliable convection prediction is increased by 12% when the satellite and the radar observations are sufficiently colocated.
Compared to other methods the specificity of the motif prediction is increased by the identification of orthologs proper and by taking into account the modular organization of the bacterial genome.
By using BLUP|GA with the optimal set of parameters in a small population (N = 125), the accuracies of genomic prediction were increased by 82.2% and 23.8% in the training stage, and 113.4% and 30.8% in the application stage, for FP and MY, respectively (Table 2 and Table 3).
Indeed when 10,000 QTL controlled genetic variation, the accuracy of prediction only increased by 1percentt from 0.57 using 60,000 markers to 0.58 using SNP sequence data and when the variation was controlled by the infinitesimal model there was no significant difference between 60,000 markers and sequence data.
In maize (Albrecht et al. 2011), cattle (de Roos et al. 2009) and sheep (Clark et al. 2012), it was reported that when the cross-validation scheme allowed for a high degree of relatedness, prediction accuracy increased by 0.26, 0.12, and 0.09, respectively, relative to that achieved across distantly related families.
However, as soon as the prediction specificity is increased by filtering out weak-energy predictions, the number of target sites per thousand nucleotides increases in the transcripts-with-motif.
