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This item signifies a multiclass classifier created from a set of binary classifiers. Each and every binary classifier is used to vote for the right multiclass label using a one vs. all system. Consequently, For those who have N classes then there will be N binary classifiers within this object.
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This item is really a loss layer for the deep neural community. In particular, it allows you to discover how to map objects into a vector Place exactly where objects sharing the same course label are near to each other, although objects with various labels are far apart.
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This object signifies a Device for training the C formulation of a support vector equipment for solving binary classification complications.
This item implements a coach for undertaking epsilon-insensitive assist vector regression. It makes use of my site the oca optimizer so it is rather efficient at solving this problem when linear kernels are applied, which makes it suitable for use with significant datasets.
This object represents a binary decision function for use with kernel-primarily based Finding out-machines. It returns an estimate in the probability that a provided sample is during the +one course.
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