Sentence examples for measures the classification from inspiring English sources

This may not be noticeable using a ROC curve that only measures the classification accuracy.

On the other hand, MCC measures the classification correlation and varies between -1 and 1 (where 1 indicates higher prediction quality while -1 indicate lower prediction quality and 0 indicate random correlation) and calculated as follows: 13 More information about these three measurement for protein structural class prediction problem can be found in [ 27] and [ 45].

In addition, we made BruxChecker for each person and measured the classification of occlusal contact pattern.

The standard precision rate P, recall rate R, and F1 score are used to measure the classification performance.

Then, three different parameters, True Negative Rate (TNR), Classification Accuracy (CA), and Average Classification Accuracy (ACA), are calculated according to Eqs. (13)–(15) to measure the classification efficiency.

According to Bradley [36], AUC is the best criteria for measuring the classification performance of a binary classifier such as logistic regression.

The last one is used as query set (i.e., test set) to measure the classification performance of the neural net.Training data set is obtained from TSIS 5.1 simulator.

To evaluate binding site enrichment, we measured the classification accuracy of verified TRANSFAC binding motifs associated with the TF [3].

Especially in bird 499 (Fig. 1, Table 3) in which seven different note types were measured the classification for three of these note types remained around chance level, whereas in the other three birds always one note type appeared to be difficult to assign to the right group.

We use these as labels when measuring the classification performance.

The kappa coefficient measuring the classification agreement across the signatures is estimated to be 0.67.