Question

In document classification, each document has to be coverted from full text to a document vector. True or False

Answer 1

Hello!!!

True

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Answer 2

Yes, True. In Document classification, each document has to be converted from full text to a document vector.

• A Document is nothing but a group of tokens.
• Every supervised machine learning algorithm requires each and every textual document to be represented in the form of  a vector to start training.
• Docvec2 is entirely different from tf-idf which uses the three layered shallow deep neural network to gauge the context of the document and relate similar context phrases together.
• For quality dataset, it will lead to good feature genertion.