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The repo contains the classifier of Russian texts by their difficulty.

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Askinkaty/text-readability

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Text-Readability

The program can be used for evaluating text readability on a scale "easy, middle, hard". It also computes the following readability metrics: SMOG, Flesh Kinkaid, Dale Chale, Coleman Liau, Automated Readability Index and a mean complexity metric based on them all.

To get results you should:

  1. Run classifier.py to fit SVM classifier, scaler and normilazer.
  2. Put in one directory all your texts in .txt format(convert to utf-8 if necessary) which readability you want to measure.
  3. Then run measure_readability.py. The programm will ask you for a name of directory with imput texts.
  4. Get your results.

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The repo contains the classifier of Russian texts by their difficulty.

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