Sentence examples for evaluated classification from inspiring English sources

We evaluated classification performance of both G S (Fig. 5A) and G NC (Fig. 5B), for all possible thresholds.

As with the experiments in Case 1, we generated 10 training and testing sets for Grade 1 and Grade 2, and we evaluated classification accuracy.

Developing prognostic models for hospice referrals is a challenging problem resulting in substandard performance for all of the evaluated classification methods.

The performance of all of the evaluated classification models is shown in Table 6, where Cohen's kappa coefficient [ 62] and AUC are reported for each classifier, averaged over the 5 cross validation folds.

Nowadays numerous ancillary techniques detecting HPV DNA and mRNA compete with cytology; however no perfect test exists; in this study we evaluated classification and regression trees (CARTs) for the production of triage rules and estimate the risk for cervical intraepithelial neoplasia (CIN) in cases with ASCUS+ in cytology.

As early as in 1952, Chernoff [1] used the -divergence to evaluate classification errors.

A variation of F1, namely, Macro-F1, is normally reported to evaluate classification effectiveness on skewed datasets.

However, in the case of simulation we can evaluate classification accuracy using established indices (Ruopp et al. 2008).

The aim of this study was to evaluate classification algorithms based on ASOCT measurements for the detection of gonioscopic angle closure.

The main goal of this paper is to develop a two-step approach to evaluate classification algorithms for financial risk prediction.

As performance metric, ROC (Receiver operating characteristics) plots are commonly used for evaluating classification performance, in which TPR (true positives rate) on the Y-axis is plotted as a function of FPR (false positives rate) on the X-axis.