Sentence examples for best predictive data from inspiring English sources

For these reasons it is imperative that animal models of disease recapitulate the human condition as closely as possible in order to provide the best predictive data with respect to the potential efficacy in humans.

This is a slight comparative advantage for NGAL since according to our data, best predictive value for L-FABP is only obtained 48 h post-transplant so NGAL allows earlier prediction of allograft function.

ANN-raw, trained on uncompressed spectral data, shows best predictive performance (RMSEP < 2.25%) but longest computation (up to 10 min).

This parameter may be chosen by cross-validation, so that the minimizer of S f) is the function that provides the best predictive ability of the observed data.

We chose the model that demonstrated the best predictive accuracy in the validation data, as measured by concordance index, to define the functional annotation signatures.

Similarly, the best predictive model within the Pfaffl data set was a combined model of ANPEP and PSCA, which could correctly assign 86.2% of patients to indolent and aggressive groupings based on Gleason score.

Taken together our results suggest that the ancestral state reconstruction procedure implemented in Bayesian framework following Organ et al. [ 55] might be more reliable in comparison to parsimony and ML methods, as it first identifies the best predictive model based on known data, and then uses such model to infer unknown ancestral states.

Multiple linear regression with auxiliary input data provided the best predictive model (R2: 0.825; RMSE: 0.541); multiple linear regression with pure PXRF elemental data provided a quality model (R2: 0.772; RMSE: 0.685); simple linear regression was ineffective as producing significant model predictions.

Within the 2−ΔΔCT data set, the best predictive model was a combined gene expression model of ANPEP and ABL1.

This is likely to be because BayesTraits first identifies the best predictive model based on known tip data to then infer unknown ancestral states at each node of interest in the tree and can incorporate evolutionary trends.

Italic values denote the best predictive performance among the techniques for each data set.