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Potential solutions include randomly shuffling training examples, by using a numerical optimization algorithm that does not take too large steps when changing the network connections following an example, grouping examples in so-called mini-batches and/or introducing a recursive least squares algorithm for CMAC. [152]
[4] Certification takes two years, costs a million dollars, and is needed again for any equipment update, so election machines are a difficult market. [5] A revision to the guidelines, known as the VVSG 1.1, was prepared in 2009 and approved in 2015. [2] Voting machine manufacturers can choose which guidelines they follow. [6]
A thermometer has two important elements: (1) a temperature sensor (e.g. the bulb of a mercury-in-glass thermometer or the pyrometric sensor in an infrared thermometer) in which some change occurs with a change in temperature; and (2) some means of converting this change into a numerical value (e.g. the visible scale that is marked on a mercury ...