Sentence examples for ranking components from inspiring English sources

In our experiments, we have given high weights to context component and use the other ranking components as secondary criteria.

This indicates that the first two or three components are sufficient to adequately describe the data and that lower ranking components are not interpretable [20].

We implemented three machine learning-based ranking components using the following learning methods: support vector machines (SVM) (Vapnik, 1998), support vector regression (SVR) (Drucker et al., 1996) and ranking SVM (RankSVM) (Joachims, 2002).

[launch codename "hc1", project codename "Other Ranking Components"] We have algorithms to help return a diverse set of domains when relevant to the user query.

We show how we achieve these goals, via optimizing major components in a multi-atlas brain extraction framework, and via developing and evaluating new criteria for its atlas ranking component.

A user can change the weights of each ranking component depending on personal interest.

We show experimentally that the ranking component adds to the learning one, so that the social emotions have stronger effects than their private counterparts, they operate differently, and they affect our behavior in a deeper way.

The ranking component based on MeSH terms preselects a large group of documents which are more likely to be relevant.

These errors are predominantly false negatives because the ranking component only returns the single best disease concept for each mention.

One idea is to gain feedback from users on the perceived quality of the results while simultaneously increasing the amount of data available for training the ranking component, as for our SVM + Pathway model.

Overall, the haplotype trend test supports the differences in allele frequencies between cases and controls shown in Table 3, but none showed stronger effects than its top-ranking component SNP.