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In many validation loops, the elements were processed.
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Cross validation loops are valid approaches to avoid selection bias [ 21] and to separate training and test phases.
A common list was obtained as the union of the 18 lists, with a frequency score counting how many times each probeset was selected by the algorithm in the 18 cross validation loops.
The FACT-G has gone through many validation studies.
In fact model selection and statistical significance is performed within two nested K-cross validation loops as in [ 29, 30].
Hence, statistical significance and model selection is performed within double selection bias free cross validation loops (see [ 41] for details).
Optimal SVM parameters were estimated using a cross validation loop.
The double CV scheme consists of an outer validation loop and an inner training loop.
The training and validation procedure was performed employing 20 repeats of 5 folds cross validation in the outer (validation) loop, and 10 fold cross validation in the inner loop.
That was why he deployed so much arcane terminology, so many loop-de-looping clauses.
The method consists of inner and outer cross-validation loops.
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