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