Sentence examples for data set and evaluation from inspiring English sources

The bold value in each row indicates the best result concerning the data set and evaluation metric.

In this sense, this study provides a data set and evaluation measures that could be used as a framework for future comparisons.

Algorithms were then run on these otherwise identical data sets and evaluation metrics applied to evaluate the relative performance versus SNR.

Comparing new methods to existing ones in any systematic way is rather difficult due to the lack of standard data sets and evaluation procedures.

Despite an improvement in performance, the overall conclusions remained the same; their results could be attributed to the combination of their choice of data sets and evaluation metrics.

The Dialogue for Reverse Engineering Assessments and Methods (DREAM) initiative provides gold standard data sets and evaluation metrics that enable and facilitate the comparison of algorithms for deducing the structure of networks.

Based on these assumptions, we constructed VariantMetaCaller, which combines information from various variant callers using Support Vector Machines SVMM) (for an earlier related method, see [ 10]). Figure 1 shows the earlier approaches, the current study design including data sets and evaluations, and the conceptual overview of VariantMetaCaller.

For the same ground-truth data set and the same evaluation methodology, different performance characteristics for those two processors were obtained.

During the training step, TEES automatically configures its parameters using the development data set and presents an evaluation of its own for the test set.

Therefore, it is common practice in machine learning to evaluate different classification algorithms on a new data set and based on this evaluation select the one that works best.

The researcher familiarized herself with the data set and goals of the evaluation including how the data was collected and measured.