We maximize the aggregate post-training utilities of a worker and a manager who work together in a team and denoted with Λ, which represents the total post-training utility derived from matching a manager with training t m with a worker with training t w.
When comparing aggregate training needs, public health workers with greater day-to-day contact (nurses, health educators) indicated a greater need for training than their peers who did not, such as those working in administrative positions.
Literature shows that more surgeons are pursuing fellowship training and dedicated research years; however, there are no data looking at the aggregate economic impact when training time is accounted for.
In Figure 6B, the aggregate riboleukogram for the training cohort of VAP patients (aligned for day of VAP diagnosis, see also Figure 3C) is compared to the aggregate riboleukogram for all patients aligned for day of study entry (that is, both training and validation cohorts, N = 11+7, irrespective of VAP day).
For each split, we optimized the weights for the aggregate biomarker on one training subpopulation (using linear discriminant analysis) and we evaluated the resulting aggregate marker on the other evaluation subpopulation.
Krumme et al. [20] applied Markov models on shopping locations inferred from credit card transactions, and found that models trained on the aggregate data from a large number of people perform better than individual models.
If the terminology is sufficiently developed with regard to aggregated training documents, it is evaluated against a new collection of unmodified documents.
Hyperparameters are tuned by running the whole training job, looking at the aggregate accuracy, and changing the values.
The performance of a canonical supervised machine-learning model, trained on the same prior features and training space we used for our function-specific classifier model and differing in that it aggregates training data for all GO terms, is shown for comparison (Figure 5).
One such site is the Hoover Dam train hopper, where trains would dump loads of rock to be crushed and divided into the aggregate piles.
Fitzhugh Mullan reports the number of physicians trained in eight African countries (and in Sub-Saharan Africa in the aggregate) practicing in four Anglophone destination countries [ 8].
