Sentence examples for accuracy metrics from inspiring English sources

The performance of the new formulas was also compared with those of previous methods using accuracy metrics.

Variance is critical information when considering map accuracy, yet commonly reported accuracy metrics often do not provide that information.

We show that the Twitter-specific lexicon is significantly more effective in terms of classification recall and accuracy metrics.

While ROC curves contrasting specificity and sensitivity are useful for evaluating the overall performance of a predictive model over the full range of the impact scores, the lack of recommended cutoff scores preclude assessment of traditional accuracy metrics.

Accuracy metrics such as RMSE and Bias indicated that the developed formula outperformed the existing prediction models within the range of significant overtopping rates.

A range of accuracy metrics was calculated to assess the SVM-based model which widely outperforms the commonly used GARP model.

Using statistical accuracy metrics such as agreement index Ia, squared correlation coefficient R2 and scatter index SI, the performance of the developed formulae is evaluated.

Specifically the effect of feature selection on map uncertainty is investigated by looking at the soft outputs of the SVM, in addition to classical accuracy metrics.

It exceeds previous leading techniques employing machine learning kernel methods and Markov Random Field models of image context on all accuracy metrics for the creation of a spatial temporally consistent land cover product.

The financial baseline and targets can be translated back to forecasting accuracy metrics and requirements, which will guide research on solar forecasting improvements toward the areas that are most beneficial to power systems operations.

Based on quantitative accuracy metrics and visual inspection of known pasture sites, we report that segmentation considerably improved the mapping process, in particular the detection and delineation of pastures.