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A multiple linear regression breakpoint predictor was built using a forward feature selection procedure, whereby we iteratively add to the predictor the feature that yields the largest accuracy improvement, until no further addition is beneficial.
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In this study three health status indicators, diabetes, hypertension and BMI were added to the predictor list.
Each predictor was built starting with the highest ranked two genes from the training set, and then genes were added to the predictor in decreasing rank order until the error rates no longer decreased.
In both the original analysis and that using multiple imputation data, the ICT-TB test did not significantly add to the clinical predictors (P = 0.07).
Five predictors significantly added to the prediction of case outcome: child age, suspect gender, suspect age, child suspect relationship, and abuse frequency.
What do Korean and English language proficiency indicators add to the contribution of traditional and psychological predictors of academic success? 3.
A multifactorial approach – targeting potentially modifiable predictors – may add to the current diagnosis-oriented approach of dizziness in older patients.
The marginal R-squared is a measure of the quality of prediction obtained from a group of predictor variables acting alone, and the delta R-square is a measure of the improvement in the quality of prediction obtained when a group of predictor variables is added to the other predictor variables in the model.
The fact that the depression mortality association is consistent in two different groups of patients with stable COPD and with two different assessment tools for symptoms of depression, i.e., BDI and HADS, strengthens the evidence for this relation and adds to the established predictor variables.
Finally, the short-range sample begins in June 1986 and adds to the set of predictors consumer confidence survey data.
These variables were added to the demographic model predictors as follows.
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