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The target error and the hidden layer number of the model can be obtained by the method of cross validation.
The method of cross validation is to train samples of SVM model in groups, one is used as a real training set and the other is verified by validation set.
Specifically the leave-one-out method of cross validation was applied.
An optimized multiplex RT-PCR was adapted from the method of Cross et al. to determine the type of BCR-ABL transcript 19.
Linear discriminant analysis using leave-one-out method of cross validation on the principal components of spectral data provides improved diagnostic accuracies.
As an alternative method of cross validation, we considered the division of the dataset of 137 mutants into various subsets or folds based on sequence similarity.
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Scientists use a method of cross-dating different tree rings to understand the climate and environmental conditions of the past.
The most common method of cross-linking is by addition of sulfur to the hot polymer, a process discovered by the American Charles Goodyear in 1839.
Previously, the only method of crossing the Aurland-Laerdal route from November through May was by car ferry: a three-hour journey with four sailings daily.
Our analysis uses the method of cross-validation by toolkit LIBSVM to seek optimal parameters.
The most common method of cross-validation is the five-fold cross test.
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