Sentence examples for by applying different classification from inspiring English sources

Tables 9 and 10 show the average performance of discussing similarity measurements by applying different classification and clustering methods.

Among the 452 genes, 97 uniquely in UD, 62 in PD, 8 in MD and 16 uniquely in WD represent a core set of differentially expressed genes, which are consistently identified by applying different classification strategies using the paired-sample information or not.

In this sense, remote-sensing offers the possibility of acquiring detailed land cover inventories by applying different methods of image classification.

Different algorithms apply different node classification approaches and different node assignment strategies.

Applying different threshold to the scores, we can adjust precision and recall of the classification results.

Applying different level of thresholds, we can control the call rates and, given the validated genotype set, we can also check the performance level by calculating the miss-classification rates.

Figure 5 illustrates three ROC curves obtained by applying the same classification model to the same testing sample using either different orderings for the testing data or using a different number of cutoff points.

The crude prevalence estimate was adjusted for the impact of misclassification due to possible classification errors of the algorithm, quantified during the validation phase, by applying two different methods.

By applying SVM discriminating classification on these ROI morphological features, we were able to distinguish between BD and MDD patients with up to 74.3 % correct classification rate.

In conclusion, we have previously applied different clustering techniques with validity indices, and used cluster consensus to derive a classification that is robust across different multivariate procedures.

Information contained in these patterns can then be decoded by applying powerful pattern-classification algorithms.