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The concept of training set expansion can be applied to other problems with small or uneven training sets.
They also handle the issue of uneven training examples by propagating knowledge from information-rich regions to information-poor regions.
Another limitation is that mutation archives often have an unbalanced proportion of disease-causing gene variants, and appropriate machine learning techniques must be used to compensate for uneven training and test data.
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He returned to start five times last September and then had an uneven string of outings last month during spring training.
Mike Pelfrey took a step backward in 2009 and has had an uneven spring training.
Andy Pettitte, at least, has been healthy since his uneven spring training, but he could not hold a lead on Wednesday.
Internal reports from the Oakland Police Department regarding Occupy Oakland protests in October and November show that factors like poor planning, understaffing, uneven officer training and the use of mutual aid, as well as violent behavior by small groups of protesters, culminated in uses of force on entire crowds that violated policies and made protesters vulnerable to potential harm.
The challenges include demographic changes and their implications for the parallel system, and uneven qualifications, training and working conditions of childcare and kindergarten staff.
Uneven provision of training is likely related to the lack of monitoring of the training process and poor follow-through on the part of the local government and INGO and NGO partners responsible for managing and implementing ECD.
Essentially, this is handling the uneven distribution of training examples by propagating knowledge from the information-rich regions (objects with many training examples) to the information-poor regions (objects with no or few training examples).
Unfortunately, due to the uneven quality of training and general lack of supervision, this approach is often not sufficient [ 10].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com