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A leave-one-out procedure with cross-validation was used to determine how well this classifier could predict whether an individual was conservative or very liberal when trained on the other participants' data (see Experimental Procedures for full details).
However, this finding would be in line with a study investigating the impact of ICC and IWC in high-risk patients subjected to a wide spectrum of different cardiac procedures with cross clamp times longer than 90 minutes.
Follow-up research will further explore newcomer integration employing automated analysis procedures with cross-sectional as well as longitudinal research designs.
The SVM models were validated by using a bootstrap replacement procedure coupled with cross-validation for the model parameter selection (see below).
The latter were derived from the 3K-panel, selected using the BayesCpC procedure with three-fold cross-validation.
Intraperitoneal surgery has been known as a common risk factor for postoperative acute kidney injury (AKI) along with cardiac surgery with cardiopulmonary bypass or vascular procedures with aortic cross-clamping.
Selection of the best predictor subset was done after a comparison of three variable selection procedures: (1) Random Forests with cross validation (AUCRFcv), (2) Akaike Information Criterion (AIC) and (3) Bayesian Information Criterion (BIC).
Univariable analyses were performed with the procedures for cross tables (dichotomous variables) or comparison of means (continuous variables) as appropriate.
The model performance was evaluated with cross validation procedures on 6 groups.
In the final model, the weights of selected features were determined that yielded the highest classification accuracy in a balanced subsampling procedure with standard 10-fold cross-validations.
The Greek Church permanently confront some groups of self-proclaimed exorcists (mainly old -women) that traditionally practice their own rite against " evil-eye" that includes religious procedure with olive oil, water and Cross, but opposite to recommendations of Church and The Great Book of Needs.
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