Sentence examples for for the classifier based on the from inspiring English sources

Table 3 Correct classification rates for the classifier based on the Mahalanobis distance.

The extracted feature sets for the entire 170 signals were fed to the classifier based on LDA.

For Naïve Bayes classifier, it is a simple probabilistic classifier based on the Bayes rule and assumes that feature variables are unrelated to any other features.

In this study, we have built an SVM classifier based on the patterns that are specific for a native PSN.

We propose a classifier based on the solution of an ℓ1-minimization problem for classification.

Moreover, we found that combined grammar classifiers performed better than the average property level classifiers for the accessibility grammar of class 1 and van der Waals volume grammar of class 2. No good grammar classifier based on the van der Waals volume property was obtained for class 1 and 4, despite relatively good performance of the average property level classifiers.

The naïve Bayes classifier is a probabilistic classifier based on the Bayes' theorem [15].

Figure 5B shows the ROC curve for the linear discriminant classifier based on these 2 features.

Interestingly, ROC curves of both PPP-value classifiers were generally above ROC curves for the BF classifier while the PPP-value classifier based on model 2 clearly outperformed the PPP-value classifier based on model 1 for positive selection.

The AUC of classifier based on phosphorylated sites is 0.896 and the other classifier based on GlcNAcylated sites is 0.843.

We use a logistic regression classifier based on these features for the task of corpus-based hypernym pair identification.