Given the new evaluation perspective, we also showed the importance of a high-precision extraction tool and validated the efficacy of our rule-based system as the high-precision tool candidate.
Notice, however, that the experimental results of Ding and coworkers also support the necessity of positional restrictions that are narrower than sentence boundaries, for high precision of relation extraction.
This strongly suggests that, although it has been grossly ignored so far by the researchers developing PPI tools, an ultra-high precision PPI extraction tool can be extremely useful to domain scientists who actually use it in many application scenarios.
This work is based on an earlier work: "High precision rule based PPI extraction and per-pair basis performance evaluation", in Proceedings of the ACM Sixth International Workshop on Data and Text Mining in Biomedical Informatics, 2012 © ACM, 2012.
It was observed that automated photo-based extraction yields high precision terrain models in a short time, reducing manual editing; their accuracy is strictly related to image quality and terrain features.
The comparison of the stability in the A/IS ratios certainly predicts a better opportunity for achieving high precision in quantitative analysis with extraction spray.
Thus, precision is very important, and building ML-based extraction systems/methods with high precision is challenging.
In particular, the information extraction system obtains high precision (micro avg..920) even on unstructured or exceptionally short reports.
The next logical step in the stream of this research is building appropriate learning models and training machines that utilize our method's high-precision entity extraction.
Then, a flexible laser-aided pattern is designed, and a high-precision feature extraction method based on a region-of-interest (ROI) is developed, by which the local dimensions of large objects acquired from different views can be transformed into the same coordinate system to complete the measurement of the object's overall dimensions.
As we are specifically aiming for an extreme high-precision PPI extraction method, we ignore such long-distance relations.
