Problems in the semantic analysis of text Chapter 1 Semantic Processing for Finite Domains

The feature space with a large number of terms is not only unsuitable for neural networks but also easily to cause the overfitting problem. The ambiguity meaning of terms can also prohibit the classifier to choose the categories deterministically, and will directly decrease the categorization accuracy. These derived indexing dimensions, rather than individual words, can …

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