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Data binning, also called data discrete binning or data bucketing, is a data pre-processing technique used to reduce the effects of minor observation errors. The original data values which fall into a given small interval, a bin , are replaced by a value representative of that interval, often a central value ( mean or median ).
Data binning: a data pre-processing technique. Binning (metagenomics): the process of classifying reads into different groups or taxonomies. Product binning: in semiconductor device fabrication, the process of categorizing finished products. Pixel binning: the process of combining charge from adjacent pixels in a CCD image sensor during readout.
They form completely different notions. Data binning seems to me to be a kind of smoothing method. Nijdam 21:56, 22 July 2010 (UTC) I am currently studying data binning in the context of PET image reconstruction and it seems that it is extensively used (SSRB Single Slice Rebinning, MSRB, Fourier Rebinning (FORE), etc).
Wikipedia and its sister projects—e.g. Wikimedia Commons, WikiSource—supported by the Wikimedia Foundation are hosted by servers (see Wikimedia servers on Meta-Wiki) at a data center in the state of Virginia, with an emergency backup data center in the state of Texas; caching servers are located in the Netherlands and Singapore.
In metagenomics, binning is the process of grouping reads or contigs and assigning them to individual genome. Binning methods can be based on either compositional features or alignment (similarity), or both.
The difference between data analysis and data mining is that data analysis is used to test models and hypotheses on the dataset, e.g., analyzing the effectiveness of a marketing campaign, regardless of the amount of data. In contrast, data mining uses machine learning and statistical models to uncover clandestine or hidden patterns in a large ...
Lemsaneg was Indonesia's primary signal intelligence agency. It was founded by Lieutenant colonel (then finally attained the rank of Major general) Dr. Roebiono Kertopati [], a medical doctor assigned to Indonesia's intelligence department at that time, Section B of the Ministry of Defense.
Sin bin, an informal name for a penalty box in sports; In Arabic personal names, "son of", e.g. in "Hamad bin Khalid bin Hamad" (a variant of ibn); Bini language (ISO code: bin), a language of Edo State, Nigeria