Sentence examples for predictor variables and from inspiring English sources

These models are useful for describing relationships between predictor variables and a response variable.

As a decision tree-based ensemble method, boosting can naturally incorporate mixtures of numeric and categorical predictor variables and missing values7.

Multivariate regression was built between the NIR scores as the predictor variables and the dissolution profile parameters as the response.

We then performed Redundancy Analysis using geo- and biodiversity features as predictor variables and metrics as response variables.

We assessed the magnitude of effect and statistical significance of associations between predictor variables and outcomes within each study.

This allows for a more robust test of the relations among the predictor variables and cost system sophistication.

Supervised machine learning models incorporating the same set of 38 significant measures (Supplementary Table S2) as predictor variables and fall status as response variable were built to classify fallers and non-fallers.

In order to increase the accuracy of fall risk assessment tools, it is important to select the proper predictor variables and use appropriate methods to construct risk assessment models.

To interpret our internal models, we quantified the relative influence of predictor variables and constructed partial dependency plots to show the influence of a variable after accounting for the average effects of all other variables in the model29,59.

Descriptive statistics illustrating response accuracy and binary logistic regression determined adjusted associations between predictor variables and appropriate decisions.

Next we needed to select reasonable predictor variables and compile a set of data.