Sentence examples for optimize the ranking from inspiring English sources

However, this fact is not unexpected, since the SVM LC does not optimize the ranking error during training.

Optimizing the ranking of retrieved documents seems critical in satisfying the needs of PubMed users.

So expression (8) is the score function which optimizes the rank-based analysis.

Contreras (2012) optimized the rank positions of alternatives as a secondary goal in cross-evaluation so that the alternatives could assume tie ranks.

MultiDA optimizes the first rank subspace and iterates the optimization until the multiblock has no information.

The docking program further optimizes the top ranked binding poses predicted from the pharmacophore-based scheme and re-scores the optimized binding poses with a widely used empirical scoring function.

Thus, the original SVMRank cannot take into account and optimize the model for the different importance of the rank scores.

The relative distance-based approach uses triplet information to optimize the relative distance, while the top recognition at rank-k approach maximizes the average rank-k recognition rate.

A. Essentially, the algorithm attempts to optimize the choices of students with how schools actually rank those students.

In Section 3, for the traditional single-threshold-based rank detection, we derive a lower bound on the probability of correct rank detection and propose to optimize the threshold via the maximization of the lower bound.

Two different algorithms, SMO and K-mean clustering, were employed to optimize the number and set of genes from the 354 ranked classifier genes.