Sentence examples for most accurate features from inspiring English sources

Also – this work is focused on developing of new methodology of effective identification of the most informative genes with main goal of finding a small subset of most accurate features.

Kessler and colleagues found that a thickened appendix, a diameter greater than 6 mm and non-compressibility of the appendix were the most accurate features on US to indicate appendicitis [ 14].

Thus far intergenic distance has proven to be the most accurate single feature for operon prediction in E. coli and B. subtilis [ 9, 10, 12- 149]49].

The benefit of using WDT lies within the fact that it can uncover the most accurate set of relevant features to help differentiate the preferences of users with diverse levels of computer experience.

After measuring accuracy (Fig. 2b), the RF model designed to select the 10 important features was most accurate (AUC 0.79; 95% C.I. 0.57 0.91) followed by the BBN (12 features) (AUC 0.74; 95% C.I. 0.53 0.90) and the RF model designed to consider all 157 features contained within each record (AUC 0.72; 95% C.I. 0.47 0.83).

Biopsy study is reported to be the most accurate predictor of infection, featuring a predominant infiltration of neutrophils in periprosthetic tissues, while the characteristic histologic appearance of hypersensitivity reactions to metal prostheses is dominated by lymphoplasmacytic infiltration and droplike inclusions in the cytoplasm of macrophages [ 20].

In order to select the most accurate and compact set of features from each dataset, a multivariate search strategy was performed using Least Absolute Shrinkage and Selection Operator LASSOO) [ 37].

Let S m be the most accurate solution with m selected PCP features among all solutions from C n, r start) to C n, r end) search space.

The diagnostic accuracy estimates for these clinical features were then compared with the estimates for traditional ACJ tests to determine the individual or combinations of clinical features that were most accurate for identifying an 80% PAR following ACJ diagnostic injection.

The link adaptation feature extracts the most accurate MCS from the log-average of the last five SINR samples.

This, however, does not guarantee that the top-ranked features will contain the optimal set of features that will give the most accurate classification model.