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An experiment on text classification entirely based on word frequencies

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text_reading @ 49e8796

text_reading @ 49e8796

 
 

.gitmodules

.gitmodules

 
 

README.md

README.md

 
 

bag_of_words.py

bag_of_words.py

 
 

classifier_wrapper.py

classifier_wrapper.py

 
 

classify.py

classify.py

 
 

dataset_loading.py

dataset_loading.py

 
 

frequency_chunk_experiment.py

frequency_chunk_experiment.py

 
 

frequency_chunking.py

frequency_chunking.py

 
 

frequency_chunks_analysis.py

frequency_chunks_analysis.py

 
 

frequency_filtering.py

frequency_filtering.py

 
 

frequency_group_experiment.py

frequency_group_experiment.py

 
 

precise_filtering_experiment.py

precise_filtering_experiment.py

 
 

print_histogram.py

print_histogram.py

 
 

stop_words_distribution.py

stop_words_distribution.py

 
 

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bag_of_words_classification

An experiment on text classification entirely based on word frequencies

You'll need:

  • Python2.7
  • nltk
  • numpy
  • sklearn
  • matplotlib

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An experiment on text classification entirely based on word frequencies

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python nlp machine-learning natural-language-processing data-mining classification bag-of-words python2 python27

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