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In this analysis, the confidence cut-off values used for each component method were optimized for each target to give the largest Fmax score to the target; this was done in order to understand how well ensemble methods can assemble individual predictions for the best-case scenario in which each component method offers its best possible prediction.
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We then proceeded to use the methods to examine how well an ensemble refinement method is able to recover an ensemble of conformations using (synthetic) experimental data.
To get an idea of how well our ensemble approach to medical semantic relation classification is and whether the ensemble indeed performs better than the three classifiers it relies on.
From the very start, Linklater's astonishingly well-cast and well-meshed ensemble of actors appears both swingingly choreographed in daily motion and exhilaratingly, swaggeringly free.
If all goes well, the ensemble expects to emerge from Chapter 11 in July.
Speaking after this rehearsal, assistant director Hazel Gould, who has worked with many community groups, said she was pleasantly surprised at how well the ensemble had come together.
Without that obliging acoustic, the Mariinsky orchestra took time to find the right integrated sound, and the prelude to Act 1 did not bode well, with ensemble uneven and bumpy, the slow chord-changes messy.
If the channel simulator is nonergodic, time ACF of the simulation model does not fit well with ensemble ACF of the reference model.
The HMM baseline system employed discriminative training, neural-network-derived phone posterior probability features, as well as ensemble acoustic models, etc.
Using a consensus of forecast models, as well as ensemble members of the various models, can help reduce forecast error.
Superposition of the best CYANA 20 structures, ranked according to the lowest overall target function, reveals a well converged ensemble with an overall backbone root-mean-square distance (r.m.s.d). of 0.34 Å. Statistics are shown in Table S3.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com