https://github.com/ivan-bocharov/naive

Naive Bayes Classifier implementation in Python
https://github.com/ivan-bocharov/naive

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Naive Bayes Classifier implementation in Python

• Host: GitHub
• URL: https://github.com/ivan-bocharov/naive
• Owner: ivan-bocharov
• License: mit
• Created: 2015-04-15T18:45:36.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2015-11-11T20:28:33.000Z (about 9 years ago)
• Last Synced: 2023-08-03T01:23:51.598Z (over 1 year ago)
• Language: Python
• Size: 172 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
###Some experiments with Naive Bayes classifier implemented in Python.

In order to install all the requirements, run:

```

pip install -r requirements.txt

```

from the root folder of the repository.

####Usage example:

```

python main.py -c 5 -std 5.0 --plot --logging

```

####All the command line arguments:

**-c** Classes number, integer

**-s** Samples number, integer

**-f** Features number, integer

**-box** The box of centers of classes, string (a list of numbers, separated with spaces. Example: 1 2 3 4)

**-std** Standard deviation of class elements distribution, floating point number

**-a** Averaging method, string (possible variants are micro, macro and binary)

**--logging** Logging enabling

**--plot** Plotting enabling

Help is accessible via -h (or --help) argument.