The NLP processed tokens may be further segmented into regions, consisting of tables, paragraphs, columns, etc. when the SEGMENTATION module is installed. The document and corresponding pages may be classified (i.e., category of the content) when the CLASSIFICATION module is installed.
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The cyclic redundancy check (CRC) is a technique used to detect errors in digital data. As a type of checksum, the CRC produces a fixed-length data set based on the build of a file or larger data set. In terms of its use, CRC is a hash function that detects accidental changes to raw computer data ...
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Here are the steps to follow to summarize the above paragraph, while trying to maintain its intended meaning, as much as possible. Step 1: Convert the paragraph into sentences. First, let's split the paragraph into its corresponding sentences. The best way of doing the conversion is to extract a sentence whenever a period appears. 1.
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Sentence Segmentation; Noun Chunks Extraction; Named Entity Recognition; LanguageDetector. Language Detection Introduction; LangId Language Detection; Custom . Custom ...
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The NLP processed tokens may be further segmented into regions, consisting of tables, paragraphs, columns, etc. when the SEGMENTATION module is installed. The document and corresponding pages may be classified (i.e., category of the content) when the CLASSIFICATION module is installed.
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6.2.3.1. The Bag of Words representation¶. Text Analysis is a major application field for machine learning algorithms. However the raw data, a sequence of symbols cannot be fed directly to the algorithms themselves as most of them expect numerical feature vectors with a fixed size rather than the raw text documents with variable length.