Sentence examples for remove backward from inspiring English sources

Where more than 5 variables were to be considered in a single analysis, mixed direction stepwise regression was performed using significance levels of p ≤ 0.250 or p > 0.250 to enter (forward step) or remove (backward step) variables from the model, respectively.

PSFC firstly performs depth first search traversal and removes backward edges from the graph, and performs the topological sorting on the resulting acyclic graph, after which the backward edges are restored.

To improve the performance of the model, the bottom-ranking genes of the Gini-importance list were stepwise removed (backward elimination), the RF model rerun and the performance assessed by calculating the OOB error.

* Terms not significant at the 5% level were removed (backward selection) † Derived from the logistic regression model with random effects ‡ OR for a 5-year increase # OR for a 1-patient increase ** ATC classification detailed in additional file †† Errors were observed on 354 administrations only (and not 415) due to omissions.

The presence of data in the table is an indication that the variable was associated with Campylobacter colonization in the respective model, whereas the absence of data indicates that the variable was not associated with flock colonization (i.e. the variable was either removed (backward-type models) or it was not eligible for addition (forward-type methods)).

A logistic regression model with nosocomial infection as the dependent variable was used, and non-informative variables were removed using backward selection by Akaike information criterion (AIC).

Relationships found to be statistically non-significant were removed by backward elimination.

All two-way interaction terms were included in the model initially and then all insignificant interaction terms were removed sequentially (backward deletion) by decreasing P value.

Nonsignificant variables were removed by backward elimination.

Covariates were removed by backward elimination if P > 0.10.

Prognostic factors with p > 0.10 were removed by backward selection.