Sentence examples for constructing a prediction model from inspiring English sources

In the previous study, Liu et al. [1] proposed a method for constructing a prediction model known as SLIPPER to predict SIPs, which can integrate multiple representative known properties.

The study used data collected from one version of a commercial Java application for constructing a prediction model.

Therefore, constructing a prediction model via finite element modeling (FEM) led to the conclusion that we can estimate feed cutting force and thus surface roughness.

Thus, the distribution of age in the control group was influential for constructing a prediction model, underscoring the importance of age adjustment for the control group.

In our research, we use the Random Forest (RF) algorithm to construct a prediction model to predict whether an amino acid is in disordered region or not.

Our objective was to identify risk factors independent of APACHE II score and construct a prediction model to improve the predictive accuracy for hospital and intensive care unit (ICU) mortality.

For example, to construct a prediction model explaining 10% of liability heritability, we first sampled predicted values, Gi, for 1 000 000 individuals from a Gaussian distribution with mean 0 and variance 0.1, then generated liability values, Li, by adding to each Gi a Gaussian error term with mean 0 and variance 0.9.

Logistic regression was performed on group A to identify the significant independent variables in predicting successful cephalic vaginal delivery, which were used to construct a prediction model.

Our secondary objective was to construct a prediction model for 60-day ICU mortality.

This study aimed to construct a prediction model for PALN metastasis in patients with LACC before definitive treatment.

In feature selection, it extends the lasso method [11] to construct a prediction model by fixing those preselected highly informative features when performing regression.