Sentence examples similar to cross validation mode from inspiring English sources

LIBSVM produces no model in cross-validation mode.

The experiments were carried out in a 10-fold cross-validation mode.

SVM parameters optimization in the truncated cross-validation mode ('small grid'-cv).

Recent results show a sensitivity of 83.06 % and specificity of 90.05 % of cascade classifiers in tenfold cross-validation mode for recognition of melanoma in clinical images [11].

Two parameters, the penalty of the error term and γ, were unknown before training; the grid search was conducted in the tenfold cross-validation mode to identify the best parameter set.

They refer to the testing data not taking part in learning in tenfold cross-validation mode and correspond to the application of two abovementioned classifiers associated with different sets of input attributes (without selection and selection made by FCBF, CFS, and Fisher).

The classifications were tested in leave-one-out cross-validation mode by iteratively leaving one sample out, training a classification on the remaining data and testing on the left out sample.

Alternatively the kNN algorithm was used in an iterative, 'leave-one-out' cross-validation mode.

This procedure is performed in cross-validation mode meaning that in each step of the validation process the ensuing leave-one-out posterior predictive distribution is calculated.

Since the limited numbers of datasets precluded analysis by using independent train and test spectra, the kNN algorithm was used in an iterative, 'leave-one-out' cross-validation mode.

In the pruning analysis, the number of trees was reduced from 5 to 1, and AUC values were calculated for the Tokyo datasets in cross-validation mode, in addition to the Kyoto and Seoul datasets (Appendix E (Additional file 1)).