Sentence examples for best set of predictors from inspiring English sources
The best set of predictors was extracted from the baseline variables in one randomly selected half of the sample.
Finally, two hierarchical multiple regressions were conducted to determine the best set of predictors for both MCS and PCS scores.
Based on the scientific question at hand, scientists choose the best set of predictors and the target hypothesis to test.
Leave-one-out cross-validation was implemented at each step of the forward selection procedure to choose the best set of predictors for each output variable.
As the aim of this study was to find the best set of predictors for future periods of sickness absence confounding of certain variables was not formally addressed.
Figure 5 presents the normalized frequency, in which the q value was able to infer the best set of predictors (higher similarity) for each gene.
This scheme firstly develops a fixed region model to select the best set of predictor variables for use in the subsequent regression analyses using an approach that minimises the model error variance while also satisfying a number of statistical selection criteria.
The lasso technique will be used to choose the best set of predictor variables from an initially large set of potentially important variables [ 37].
This study utilized a multiple regression approach to determine the best set of predictor variables that explain rate asymmetry among paralogs at the sequence level.
Results from three different cross-validations were evaluated to select the best set of predictor biomarkers: (1) jackknife method (dropping one case at a time), (2) randomly splitting the pooled data into two halves, prediction (for building model) and validation (for testing model) sets, and (3) using one trial as prediction and the second trial as validation sets, respectively.
Moreover, we will argue that, unlike conventional time series modelling, it is best to tailor the set of predictors to the forecast horizon under consideration.
