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= 256). We also used k - fold cross - validation across the entire state-wide dataset to determine overall predictive power. We evaluated the predictive ability of our models by calculating area-under ...
in section Evaluation of model predictive capability to perform the k - fold cross validation . As true parameter values for the state-specific step selection functions were unknown, we could not compare ...
-alone software and Platform Window size Reference PAIL Acetylation BDM None 246/89 Jack-knife validation K (6, 8 and 10)- fold cross - validation NA No NA None 13 [75] LysAcet Acetylation SVM CfsSubsetEval ...
experimental cross - validation [15,16], and GS has been demonstrated to outperform marker assisted recurrent selection (MARS) in at least one maize breeding program [17]. Moderate cross - validation prediction ...
two input streams (genetic association and drug-based genes) to predict drug target-based genes for 22 common diseases. 3- fold cross - validation (CV), repeated 25 times, was run under three CV strategies ...
developed for genomic selection , such as BGLR [19] or rr-BLUP [20]. However, few of these packages proposes functions to successively achieve the three described steps of marker selection , genotype imputation ...
data, 6- fold cross - validation was performed. Functional model. The functional genomic model is based on the premise that the functional signal of a gene through the genome can be described by a one ...
). In this work, the five- fold cross - validation (5-CV) is selected to evaluate the effectiveness of iCDA-CGR in predicting disease-related circRNAs. We separated the base dataset Z into five parts on average: (24 ...
of the proposed model To evaluate the statistical significance of a novel predictor’s anticipated performance, three validation schemes, such as k - fold cross - validation , jackknife test, and independent test ...
, kNN and RF in ABA predictions of growing stock volume. The analyses are based on a 5- fold cross - validation at five study sites: an eucalyptus plantation, a temperate forest and three different boreal ...
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