Sentence examples for by variable selection with from inspiring English sources

The methodology directly deals with the highly redundant and irrelevant data contained in these representations, combining a first stage of irrelevant data removal by variable selection, with a second stage of redundancy reduction using methods based on linear transformations.

The final model obtained from stepwise backward analysis was confirmed by repeating variable selection with forward stepwise analysis.

The method directly deals with highly redundant and irrelevant data contained in the bi-dimensional t f representations, combining a first stage of irrelevant data removal by variable selection using a relevance measure, with a second stage of redundancy reduction by linear transformation methods.

First step: All patient-based parameters were considered in a logistic regression model by stepwise forward variable selection with the significance level p=0.09 for including a parameter in the model and p=0.10 for excluding a parameter.

It combines variable selection with an efficient computational procedure.

High Dimensional Variable Selection with Error Control.

[ 2008] compared RR with SNP-by-SNP variable selection and standard multiple regression and found that RR outperformed the unpenalised methods in detecting causally related variables.

By backward variable selection, only variables with p <0.1 were analyzed further.

The fitted model was established by a stepwise variable selection procedure, with the significance levels for stay set to 0.2.

Non-linear relationships of variables were checked as well as possible interactions by using variable selection methods (PROC GLMSELECT with stepwise selection method), but no significant non-linear relationships and interactions were observed.

The exhaustive building and comparison of all possible models was motivated by unsuccessful attempts to use variable selection algorithms with our current data.