Sentence examples for common evaluation measures from inspiring English sources
Our work extends common evaluation measures of recommendation algorithms towards a path-based evaluation.
The application of established techniques from network science allows us to present a novel method that extends common evaluation measures towards a path-based evaluation and expands the arsenal of existing recommendation evaluation techniques with two dimensions that have not received sufficient attention so far.
We therefore used three common evaluation measures: F1-score [ 44], precision versus recall curves [ 44], and area under the Receiver Operator Characteristic (ROC) curve scores [ 45] to assess GAP performance.
Performance evaluation was done by calculating most common 4 evaluation measures for classification models.
Using common performance evaluation measures and a gold-standard database of experimentally validated direct and indirect interactions, we have shown that GAP significantly outperforms the existing interaction prediction tools in correctly identifying known interactions.
As the dialog system, one of the prominent human-computer interaction research areas, has been applied to a wide range of domains from simple goal-oriented applications to complex conversational systems, a common testbed or evaluation measure for this task is highly desirable.
The evaluation measures were evaluated again.
Thus, measuring electrolyte leakage is a common evaluation method for heat injury.
It is clear from the results that the proposed algorithm outperforms the common neighbor algorithm, preferential attachment, and Jaccard measure in both evaluation measures.
It introduces common evaluation standards and tools translated in multiple European languages, appropriate for measuring the effectiveness of current interventions and their applicability in other settings.
Business schools enjoyed the clarity allotted by these measures and reinforced it with remarkably similar visions and missions, as well as common evaluation and reward systems.
