It is a batch coach object that is supposed to wrap online trainer objects that generate decision_functions. It turns an online Studying algorithm which include svm_pegasos into a batch Mastering object.
This perform can take a set of training info for just a Finding out-to-rank dilemma and studies back again if it could probably become a very well fashioned problem.
This can be a ease functionality for creating batch_trainer objects which can be setup to implement a kernel matrix cache.
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RGB2GrayLightness requires into consideration the very best and cheapest values only, RGB2GrayMin can take under consideration the minimum amount
That may be, you give a bunch of anchor vectors and for each anchor vector you specify some vectors which ought to be near to it and some that ought to be considerably form it.
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That is a advantage operate for making roc_trainer_type objects which might be setup to select a degree on the ROC curve with respect towards the -1 class.
That is because of the definition of the variable in the header (that you just thought was a declaration).
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int has very little to complete with initialization. int defines a variable being an integer kind, or in the case of a function, the perform both returns or accepts an integer style.