Sentence examples for average classification accuracies from inspiring English sources

In the summary section, it shows the average classification accuracies of the LR,DT and SVM classification groups.

In the summary section, the average classification accuracies are calculated based on LR, DT and SVM classification setups.

It is found that the average classification accuracies obtained from different subjects are more than (89.16%) with reasonable amount of standard deviation for the proposed method.

The use of PCA enhanced the best average classification accuracies of BP and SVM. Figure 3 shows the average variation in classification accuracies versus the number of principle components with respect to various classifiers.

Furthermore, EPSO had efficiently selected and yielded a near-optimal gene subset from high-dimensional data (gene expression data), with a proof that over 92% average classification accuracies had been obtained on other data sets, except for the 9_Tumors data set.

As expected, contralateral finger representations were found in the hand area of M1 (Yousry et al. 1997) and in an extended region of S1, with average classification accuracies in the informative regions (see Materials and Methods for definition) reaching 84% (Fig.  2 C).

Average classification accuracy.

Figure 7 Average classification accuracy over the three datasets.

Average classification accuracy is measured as the performance metric.

However, average classification accuracy decreases when taking k2 into account.

Table 3 Average classification accuracy for direct versus hierarchical approaches.