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Also, don't be afraid to give workers hard assignments.
However, this method is, by design, limited to hard assignments to classes predefined by the researcher.
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"It's a hard assignment," Mr. Canzano said of the concept of making Detroit more appealing, "but not unlike the assignment" from the State of Michigan to promote tourism.
The satisfaction of mastering a difficult étude is short-lived; then it's on to a new, slightly too hard assignment.
It's an unforgiving game at the best of times – every part of my body hurt when I woke up yesterday – and it was always going to be a desperately hard assignment.
There is good evidence that soft assignment, which incorporates uncertainty, is better than hard assignment.
Sparse coding can yield better results than vector quantization and hard assignment [6].
Currently, we make a hard assignment to the particular binary/categorical label and discard the confidence values.
For each of these two types of model, we show results using the hard assignment method which we used in Section 3 (whereby the top two locations from which a user tweets are used as their home and work locations respectively) and the soft assignment method described above which incorporates uncertainty.
The value of m determines the 'fuzziness' of the classification; when m = 1, there is a hard assignment of the data in the classes (k-means algorithm), on the other hand when m = 2 the data are gradually assigned with an interval of [0,1] to the different groups (FCM algorithm).
Both clustering and segmentation results in the hard assignment of a single "chromatin signature" to each locus.
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CEO of Professional Science Editing for Scientists @ prosciediting.com