Sentence examples for set sizes for from inspiring English sources

However, no significant difference in the accuracy of k-NN and ANN methods was detected in the reference data set sizes for N > 1200.

Figures 4 and 5 show learning curves and model build time for the tested SVM implementations and training set sizes for the two datasets, respectively.

The sizes of the SVM model file and the signatures file for different training set sizes for the LIBLINEAR approach are plotted in Fig. 6.

First the shared leaf set sizes for subtrees that to not contain an arbitrary node r and r' from each tree are calculated in time O(n).

The prediction performance of the different approaches was then evaluated by 5-fold cross-validation, with equal training/test set sizes for the supervised, semi-supervised, positives-only and unsupervised methods compared.

As presented in Section 3.3 and [5], it is decided that the candidate set size for 64-QAM.

Figure 4a also shows a moderate effect of test set size for the two overoptimistic cross-validation variants (stronger underestimation for smaller training set sizes).

It may now happen that there is a specific construction data set size for which the internal prediction error and the external prediction error coincide (somewhere between CV -40% and CV -80% in this case).

Learning curves estimate the empirical error rate as a function of training set size for a given classifier and dataset.

The advantage of EM over JR is most pronounced for read set sizes and for the gene with the longest cassette exon (s-cup), as EM gains information from reads that map to the body of that exon.

For even set sizes, the exact null distribution of WRSS+ is simulated.