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You have the data volume needed to tap into the predictive power of models.
(a) Predictive power of models trained on different combinations of features based on their functional importance.
Removal of outliers improved the predictive power of models developed for all three structurally diverse classes of compounds.
Mook belonged to a new breed of political technologists with little time for retail campaigning and limitless faith in the power of models and algorithms to minimize uncertainty and all but predict the future.
We performed simulations and sensitivity analysis to examine the subgroup power of models and compared results to a chi-square test.
Predictive power of models is one of the most important characteristics in QSAR modeling.
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The R2 value 99.86% shows the satisfactory explanatory power of model.
The explanatory power of Model 6 increases significantly as ΔF equals 4.875, P < 0.001.
This method clearly distinguished all ten regions identified by the SNP haplotypes, confirming the power of model free analysis in the identification of candidate regions within small families.
The explanatory power of Model 2 was 51.6%.
Figure S1: Statistic power of Model 1 with sample size 2000.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com