Sentence examples for better the classification accuracy from inspiring English sources

The smaller the number of features and the better the classification accuracy of the feature set, the fitter the chromosome.

Indeed, the number of protein components that were statistically significant in differential expression between the distinct animal groups (as shown in Table 2) correlated well with the classification accuracy: the higher the number of significant protein markers between the groups, the better the classification accuracy.

This is on par with, or better than, the classification accuracy of the samples by the NTGrowth, C4 and CLASSIT, and conceptual clustering classification algorithms which were reported to the University of California at Irvine repository for machine learning as 77%, 74.8% and 78.9% respectively.

The experimental results show that the proposed method can reconstruct liver volume better and improve the classification accuracy of liver diseases.

The hybrid classification technique improves the classification accuracy better than using either unsupervised or supervised classification techniques alone (Lillesand and Kiefer 2000).

They concluded that using mRMR method produces better performance in terms of the classification accuracy and the relevancy of selected features.

The same authors claim that a better and more complete description of the classification accuracy is the area under the ROC curve.

In [34], we have shown that using two features, namely, received power and SINR from the MS, the classification accuracy is much better than using a single feature such as SINR [6, 35 37].