Sentence examples for achieve classification from inspiring English sources

The results show that a reduced number of features can achieve classification accuracy superior to that using the full set of features.

Experimental results showed that a reduced number of features can achieve classification accuracy superior than that using the full set of features.

NIR was used to achieve classification between 43 differently pretreated corn bran samples using principal component analysis (PCA) and hierarchal clustering algorithms.

Thus, in order to achieve classification of the target local patch without suffering from this problem, the proposed method utilizes the following novel criterion as a substitute for Equation 12: C ̃ k = ∥ l - l k ∥ 2, (42).

Therefore, we devised a new fusion approach that combines the benefits of both the approaches to classify sedans vs vans vs taxis, and were able to achieve classification accuracy of 96.42%.

These cross-correlation aided SVM classifiers have been employed for some benchmark EEG signals and the proposed method could achieve classification accuracy as high as 95.96% compared to a recently proposed method where the reported accuracy was 94.5%.

With this approach, the achieved classification results are satisfactory.

For this case study, the proposed DSS achieved classification accuracies in a range from 76.1%to93.5%5% for different scenarios.

We have achieved classification accuracy of up to 97% for differential diagnosis of PD with confidence interval of 99.9%.

The achieved classification performance was 100%, 93.75% and 90.63% in the training, validation and testing set, respectively.

This study achieved classification accuracy of 95.1 ± 1.9%% using SVM classifier with features of time and frequency domains for five voluntary tongue motions and saliva swallowing.