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The kind specifier int signifies that the value that is definitely returned on the invoker (in this case the run-time setting) as a result of analyzing the most crucial functionality, is undoubtedly an integer. The search phrase void being a parameter record implies this function can take no arguments.[b]
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That is a operate that hundreds the information from the file that uses the LIBSVM format. It hundreds the info right into a std::vector of sparse vectors. If you want to load information into dense vectors (i.e. dlib::matrix objects) then you can utilize the sparse_to_dense function to execute the conversion.
This object represents a sigmoid kernel for use with kernel Discovering equipment that run on sparse vectors.
C89 has 32 reserved words, also known as keywords and phrases, that happen to be the phrases that can not be useful for any applications apart from Those people for which They're predefined:
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Performs k-fold cross validation on a consumer provided position coach item such as the svm_rank_trainer and returns the portion of ranking pairs ordered effectively together with the imply regular precision.
A lot of the lately reserved text begin with an underscore accompanied by a money letter, for the reason that identifiers of that kind were being Formerly reserved from the C standard to be used only by implementations. Given that present system resource code mustn't happen website here to be applying these identifiers, it wouldn't be influenced when C implementations begun supporting these extensions to the programming language.
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This item signifies a multilayer layer perceptron network that may be trained utilizing the back again propagation algorithm. The instruction algorithm also incorporates the momentum method.
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C is a crucial cross-platform programming language. On this video clip, I provide a brief introduction to your language and how to master it applying this class.
This object is usually a Instrument for Discovering to detect objects in photographs based on a set of labeled illustrations or photos. The instruction treatment creates an object_detector which may be used to predict the areas of objects in new visuals. It learns the parameter vector by formulating the trouble as a structural SVM dilemma.