This object signifies a binary determination function to be used with almost any binary classifier. It returns an estimate from the likelihood that a offered sample is inside the +1 class.
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This object can be a Software for segmenting a sequence of objects into a set of non-overlapping chunks. An illustration sequence segmentation task should be to choose English sentences and identify all of the named entities. In this instance, you'd probably be utilizing a sequence_segmenter to locate each of the chunks of contiguous terms which consult with appropriate names.
It is a ease operate for developing batch_trainer objects which have been set up to utilize a kernel matrix cache.
They are the terms which are reserved via the language compiler. So fundamentally keyword phrases are words which have obtained a Unique that means from the language and cannot be utilized wherever otherwise, mainly they are reserved. Watchwords:
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all manner. That is definitely, if you have N possible classes then it trains N binary classifiers which can be then utilized to vote over the identity of a exam sample.
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The OOP operation and foundation on the language supplies the programs with a transparent and concise modular composition.
This is a operate which establishes all distinctive values existing inside of a std::vector and returns The end result.
This operate finds a threshold that greatest separates the elements of two vectors by picking the threshold with equal mistake level. What's more, it studies the value with the equivalent mistake price.
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