N-Gram participle model-based reverse neural network junk mail filter device
A spam filtering and neural network technology, applied in the field of reverse neural network spam filtering devices, can solve the problems of messing up user mailboxes, wasting user time, etc., and achieving the effect of perfect description of email characteristics
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[0016] In order to make the object, technical solution, and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings and examples.
[0017] Such as figure 1 As shown, the word-document space of the present invention generates a schematic diagram, and its specific process includes:
[0018] Step 101, sample email N-Gram word segmentation
[0019] Email content word segmentation is divided into Chinese email word segmentation and English email word segmentation. In English writing, spaces are used as natural delimiters between words, and punctuation marks are used as semantic delimiters, so the process of English word segmentation is relatively simple: remove the punctuation marks from the English email body and scan directly from the beginning, two Spaces are regarded as a word, and the word list of this English email can be obtained by scanning to the end of the text once. Compar...
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