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Model validation was carried out using a leave one out cross-validation.
To assess this effect quantitatively we conducted a leave one out analysis.
A "leave one out" cross validation method was used in the PLS regression analysis.
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a)Leave-one-out cross validation error estimated with regularized least squares.
Our evaluation is based on a leave-one-out cross-validation (LOOCV) scheme.
Therefore, to remove this bias, we performed a "leave-one-out" analysis on all benchmarking datasets.
We also performed a leave-one-out cross validation on this dataset.
We performed a leave-one-out cross-validation on each method.
iMembrane's accuracy was tested using a leave-one-out cross-validation on the CGDB data.
Each boxplot depicts the performance of a leave-one-sequence-out validation performed on 10 random splits.
Models were cross-validated on independent data points using a leave-one-out jackknife method.
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