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This offers an improvement over existing methods that force the relative weight to be set a priori.
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To address this issue, a new feature allowing label bias weights to be set in decoding was implemented in CRFsuite and NERsuite, following the approach of Minkov et al. (2006).
This represents the most unreliable case and the weight should be set to zero.
Each metric of C(n i ) has a different weight, which can be set according to specific applications.
Furthermore, sound-to-concept link weights can be set as design parameters rather than learned from a "training set" of tags provided by users.
This restriction simplifies the weighting scheme of projections: partial weights are assigned only to the individual RS points that intersect with the circle covering the area of reconstruction; inside the circle, the RSs are used with full weight, while weights are set to zero outside of that area.
For Patser searches, the a priori nucleotide probabilities used to convert the alignment matrix to a weight matrix were set to 0.25 for all 4 nucleotides.
The ratio of body weight to the ideal body weight was set at 1 when the body weight exceeded the ideal body weight [ 13, 15].
The relative gain-to-loss weight is set prior to reconstruction; the pattern of losses and gains with the minimum weighted score, sufficient to produce the observed presence-absence pattern, is selected 88, 89.
The toxicity weights and cost weights were set to be 1 and 0.05, respectively, to ensure that the improved regimens will have low toxicity and will have a minimal amount of G-CSF administrations.
It is possible to see that average MAP increased from 0.244 (baseline) to 0.266 when Method weight is set to 1.5 (row G), and to 0.253 when Method weight is 2.0 (row H).
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