Sentence examples for accuracy of the training from inspiring English sources

The adjustment and tuning depend on the accuracy of the training data.

Nowadays, the traditional supervised learning methods heavily rely on the classification accuracy of the training samples.

Compared with the Naïve Bayes and KNN algorithms, SVM has the advantages of high classification speed, high accuracy of the training data size, and universal property.

The accuracy of the training set, the cross-validation set, and the test set given by PNNs and LDA were 100, 92.3, 90.9% and 71.8, 92.3, 54.5%, respectively, which indicated that the results obtained by PNNs agree well with the experimental values of these compounds and also revealed the superiority of PNNs over LDA approach for the classification of anticancer activities of compounds.

Prediction accuracy of the training set was 88.4%.

To ensure high external validation accuracy of the training set models, we also considered their applicability domains.

The validation refers to confirm the accuracy of the trained NN by giving the unseen data, where unseen data are the data for which the NN is not trained.

And the accuracy of the train set is shown similar to the accuracy of the test set.

Moreover, most classification accuracies were >70% when one of the splits was used to identify the significant regions of interest and train the support vector machine classifier, and the other split was used to test the classification accuracy of the trained model.

Furthermore, the classification accuracies of the training set for each channel are shown in Table 2.

The classification accuracies of the training data for each packet as well as the corresponding weights θ i,j are indicated in Table 1.