Research Article

Learning Document Semantic Representation with Hybrid Deep Belief Network

Table 3

Document classification accuracy and retrieval precision using keyword word embedding.

DatasetDocument classification Document retrieval
Output units number Output units number
501001285121000501001285121000

20 Newsgroups81.5781.6882.3582.0982.2981.9176.8978.9978.5078.91
BBC data98.4198.8499.3598.8297.7697.2696.9798.0597.5298.58