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yeachan153/Naive-Bayes-Classifier-Class
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Naive Bayes classifier model. Accuracy should be around 80%. WHAT I WORKED ON: naive_bayes_solution.py: Class implementing the NB classifier. Check 'paths for commandline.txt' for commandline arguments into naive_bayes_classifier.py and accuracy_checker.py. Note, these will need to change if you want to use the test files. Remember to bring the files in files_for_testing to the same folder before running the the test files. OTHER FILES: 20news-18828: contains the training instances for the NB classifier dev-set: contains 2000 development files on which accuracy can be checked during development dev_keys.txt: file containing the true labels for all dev files test_keys.txt: file containing the true labels for test files accuracy_checker.py: script to compare output with dev_keys.txt. DO NOT TOUCH! naive_bayes_classifier: allows to run the NB classifier trough the commandline. DO NOT TOUCH!
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Creating a naive bayes classifier class
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