Sentence examples for regression derivation from inspiring English sources

51 Multiple instance learning (MIL) and its regression derivation, multiple instance regression (MIR), were also used to predict HLA peptide binding in MHCMIR/MHC2MIR.

Table  4 shows the results of a multiple logistic regression model derivation to examine the variables associated with hospital mortality in this population.

Combined analysis of the VO2/DO2 and VO2/time relationships provides the most useful approach, because the effects of mathematical coupling of errors and the theoretical limitations resulting from DO2 variability in the regression line derivations are minimized.

This was carried out by applying the regression equation derived from the derivation sample to the validation sample to obtain a predicted calcium value for each subject.

Predictors of hospital mortality were identified by backwards binary logistic regression in a derivation cohorts separately for each severity group.

Table 2 shows the odds ratios for univariate regression analyses using derivation cohort data of associations between obesity at 10 years of age and the corresponding variable.

As confirmation, a logistic regression model (with derivation study coefficients) was applied to CPR-based dummy variables in the validation study.

For completeness, we display also sample results obtained using linear regression for the derivation of the feature sets (first two columns of Figure 3).

Independent predictors of in-hospital GIB were obtained using multivariable logistic regression in the derivation cohort, and β-coefficients were used to generate point scoring system for the AIS-GIB.

The summary statistics and results of univariate regression on the derivation and validation subsets (which were utilised in the model building and assessment processes) can be found in the Additional file 1. Median age was 48 years (IQR 31 64) and the median temperature at presentation was 37.4 °C (IQR 36.2-38.4).

Second, the β coefficients for the GAP scoring system were derived from fitting a logistic regression model to our derivation data set.