Sentence examples for precision rules from inspiring English sources

The exponential cost of linear search on a parameter grid of a given precision rules it out in all but the simplest problems and random algorithms such as uniform design or the covariance matrix adaptation-evolution strategy (CMA-ES) are usually applied.

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.

In this work, we also introduce a new high-precision rule-based PPI extraction algorithm.

As we can see from the results, our high-precision rule-based system is quite effective in many aspects especially for use cases involving large corpora.

We also proposed a high-precision rule-based PPI extraction method and showed our method achieves substantially higher precision than two state-of-the-art PPI extraction baselines in both per-relation and per-instance evaluation.

For example, we can use an existing high-performance extraction algorithm in the first phase and then pipeline the results to our high-precision rule-based algorithm for the second screening.

This two-tier system has many possible materializations; for example, in the first tier, we run our high-precision rule-based extraction method and pipeline all the negatively labeled instances to an SVM classifier in the second tier for an additional screening.

While rule-based approaches can achieve high precision, their rules can reduce recall.

In this work, we address these problems by introducing a rich set of high precision lexical/syntactic rules.

The DEEP2 results don't have the precision to rule out the quasar study that seems to show a changing fine-structure constant.

Other associations, although large in magnitude and in the hypothesized directions, were not estimated with sufficient precision to rule out other net effects.