Exact(4)
We repeat this 100 times, randomizing the instances in the learning and testing groups, and the order of the input learning instances.
This kind of applications also does not count with many learning instances [41].
However, in order to drive standards development contextual aspects of learning should be included in a SLE framework, i.e., aspects that captures the social-cultural perspective of learning (Engestrom, 2007), and how learning instances are configured in in time, locale, organization, etc.
Due to the small number of learning instances, we used leave-one-out cross-validation when performing experiments for eukaryotic organisms.
Similar(56)
It is shown that, in a restrictive case (but consistent to prevent overfitting), the problem boils down to a multiple kernel learning instance with infinitely many kernels.
Each sample represented one machine learning instance with gene expression values as features and 'pluripotent' or 'non-pluripotent' as class labels.
To this end, a novel weakly supervised, multi-instance learning algorithm is designed to learn instance-wise vehicle detectors from such "weak labels".
The model distinguishes between running a learning instance and setting up a learning instance.
An application to multi-label classification (in which each learning instance can belong to several classes simultaneously) is demonstrated.
It could serve as a core model for how a learning instance is set up.
One advantage of the model is its grounding in pedagogical theories with the definition of HLIs that are used to set up a learning instance.
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