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This method is generally supervised, and some discriminative information may be lost during the dimensional reduction procedure.
There are three learning rules in ANN generally: supervised learning, reinforced learning, and unsupervised learning [ 38].
In other words, the test set must not be used for supervised feature selection (or more generally, supervised preprocessing).
Generally, supervised models trained only on the available labeled data are used as baselines for semi-supervised algorithms.
While supervision differed by district, the members of the new cadre were generally supervised by a Public Health Specialist, a Community Health Nurse, or the District AIDS Coordinator.
As a result, extensive testing, generally supervised by the state's public utility commission, is required.
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Generally, many supervised learning algorithms output some sort of probability estimate, but they need not be well calibrated.
Adherence rates were generally higher in supervised programs.
TCom students generally rated the supervised group format very positively.
Additionally, studies suggest that a majority of middle-aged and older adults prefer physical activity outside a formal setting [ 39], and that participation rates and maintenance of physical activity are generally better in supervised home-based programs [ 17, 40].
- Supervised and semi-supervised training – We distinguish between supervised and semi-supervised training.
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