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Besides, a Semi-supervising Interval Type-2 Fuzzy C-Means algorithm using spatial information, called SIIT2-FCM, is proposed to move the prototype of clusters to the expected centroids which are pre-defined on a basis of available samples.
Study nurses of trial sites are supervised in monthly intervals.
Supervised clustering.
Supervised classification (pose/expression).
Supervised machine learning.
Supervised learning.
Supervised prediction correctly classified the tumour/normal mucosa status of specimens in an independent test spectra dataset with 100% sensitivity and specificity (95% confidence interval: 67.9-99.2%).
The national coordinators appointed under this Regulation and the Commission should, at regular intervals, supervise compliance with the quality and security criteria at national and Union level respectively, and address any problems that arise.
For Supervised discretisation the data is separated in intervals as homogeneous as possible in relation to class content.
As described in (Soucy & Mineau [22]), supervised weighting methods such as Gain Ratio based on statistical confidence intervals could be used to improve the quality of the text vectors and, as a consequence, the clustering results.
Then, class labels for the intervals without annotation can be predicted based on similarity to intervals with known annotation, which is often called (semi-) supervised learning.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com