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This is a advantage perform for building batch_trainer objects. This purpose generates a batch_trainer that may print status messages to straightforward output so that you could observe the development of a instruction algorithm.
Performs linear ridge regression and outputs a decision_function that signifies the acquired functionality. Particularly, this item can only be used While using the linear_kernel. It truly is optimized for your linear scenario in which the volume of functions in Just about every sample vector is compact (i.
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This is the comfort purpose for developing roc_trainer_type objects which have been setup to choose a degree over the ROC curve with respect to the -one course.
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Nevertheless, any transfers from the system towards the host take place synchronously within the default CUDA stream. As a result, you must complete all your CUDA kernel launches on the default stream in order that transfers back again on see here now the host will not occur prior to the related computations have concluded.
This perform requires a set of coaching details for a keep track of association Finding out issue and studies back again if it could probably be considered a very well shaped monitor association challenge.
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Trains a nu assistance vector machine for fixing binary classification troubles and outputs a decision_function. It is carried out utilizing the SMO algorithm. The implementation from the nu-svm schooling algorithm utilized by this library is based on the following excellent papers: