Sentence examples for predictive modeling technique from inspiring English sources

BRTs are a machine learning, predictive modeling technique that is considered to have greater predictive performance and ability to elucidate complicated relationships among many variables when compared to other traditional approaches (such as, generalized linear or additive models)27,29,33,56.

Investigating the relationship between dependent (target) and one or more independent variables (predictor) is referred to as regression analysis which is a form of predictive modeling technique [10] and can be used to compare the effects of variables measured on different scales that also evaluate the best set of variables for predictive model building.

This paper aims to illustrate the variability of these parameters for a single mid latitude station and demonstrate the ability of the Neural Network (NN) modeling technique for developing a predictive model for these parameters.

Based on inverse and predictive modeling results, the SOM model successfully depicted arsenite BTCs from several soil columns.

The developed systems are a fault detection NN model and a predictive modeling NN system.

Genome-based experimental and computational techniques offer the possibility of predictive modeling microbial physiology and microbial communities [ 21].

This modeling technique requires minimal changes to the model of the CPS.

Two most important analytical problems, predictive modeling and patient stratification will be introduced afterwards with related classical techniques, followed by more state-of-the-art methods introductions such as network and deep learning methods.

The predictive modeling process involves remotely sensed imagery, Geographic Information System (GIS) data and techniques, and multivariate statistical approaches.

Leveraging a nanoscale visualization technique that revealed, for the first time, how Li-ion particles charge and discharge in real time, in good agreement with his theoretical predictions, Bazant will use machine learning to develop a scalable predictive modeling framework for rechargeable batteries.

The CASP clinical prediction rule checklist was designed specifically for evaluating the quality of predictive modeling studies.