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All these models are trained and validated by using the CD4 lymphocyte data with a 10-fold cross validation scheme.
All results are based on a fourfold cross validation scheme.
We analyze the parameter with a cross validation scheme.
To avoid "information leakage", we adopted a cross validation scheme.
A leave-one-out cross validation scheme was employed to evaluate the performance of this SVM classifier.
We tested our method by the leave-one-out cross validation scheme, a novel independent dataset, and tissue specific miRNAs.
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Cross-validation was used to validate the PLS-DA models, using a 'leave-one-out' cross-validation scheme [22].
Cross-validation was used to validate the nPLS-DA models, using a 'leave-one-subject-out' cross-validation scheme.
Evaluations are run using a three-fold cross-validation scheme.
The following two-fold cross-validation scheme was implemented.
The analysis was performed via a cross-validation scheme with repeated random subsampling (bootstrapping).
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