Changes between Version 18 and Version 19 of private/AdvancedNlpCourse/Stylometry


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Timestamp:
Dec 14, 2015, 2:52:07 PM (6 years ago)
Author:
Ales Horak
Comment:

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  • private/AdvancedNlpCourse/Stylometry

    v18 v19  
    4848
    4949=== Task ===
    50 Examine files in a `stylometry_features` folder.
    51 Modify an `assignment.py` file to increase an accuracy of methods.
    52 You can create another classes inside, change their names and class names to improve the accuracy score. Don't forget to add new classes into an `assignments` list in this file.
     50Examine files in  `stylometry_features` folder.
     51Modify the `assignment.py` file to increase the accuracy of methods.
     52You can create another classes inside, change their names and class names to improve the accuracy score. Don't forget to add new classes into the `assignments` list in this file.
     53
     54Suggestions for your inspiration include:
     55 * diacritics usage (yes/no), a regular expression will be needed
     56 * sentence endings (number of sentences, or typical endings)
     57 * repetitions of words in sentences/in the text
     58 * usage of uppercase letters
     59 * length of sentences/text
     60 * POS tags (n-grams)
     61 * word n-grams
     62 * character n-grams
    5363
    5464Each modification can be tested by running `./run.sh` again.