Sentence examples for metrics for model from inspiring English sources
Model identification/selection metric: the use of more advanced metrics for model selection such as the likelihood ratio or the F-test can not be used in this approach since they rely on pair-wise comparisons.
There are published metrics for model reproducibility, and commercial vendors also have proprietary algorithms to ensure that medical models have the greatest positive impact.
The primary objective is to provide a systematic analysis of the current state-of-the-art and assist in the development of technical performance metrics for model development and validation.
In addition, the interactions among experimental factors vary greatly in magnitude and direction depending on different statistical metrics for model evaluation including the Nash Sutcliffe efficiency and the Box Cox transformed root-mean-square error.
Adopting a common set of standard metrics for model comparison might allow ongoing refinements to be placed in a historical context or comparisons among approaches to take place in a quantitative fashion.
We illustrated an analysis for Dxy, P-value, R and AUC metrics for Model I.
Second, we found that H99TH, H10TH, and HVAR metrics were the most important LiDAR metrics for modeling AGC in this study.
A diagonal gray line shows the ROC of a random model Fig. 2 The influence of χ cutoff on the shape of both PM and Pre metrics for models of various quality.
We concluded that the process of selecting the most appropriate landscape metrics for modelling biodiversity is not trivial and that shortcuts to systematic evaluation of metrics should not be expected to identify appropriate indicators.
As a result we have made both metrics available for model selection in the GAMETES software as both metrics consistently outperform heritability alone.
The results were not robust across the various metrics used for model evaluation, however, including integrated discrimination improvement, the D statistic, or decision curve analysis.
