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bitcoin-trader's Introduction

Sentiment Analysis Toolkit

List of Models

  • Naive Bayes Classifier (simple, no stopwords)
  • Bag of Words
  • Maximum Entropy
  • Support Vector Machine

Utils

In order to clean and generate a wordlist from a dataset, we utilize the script denoted as generate_wordlist.py, which returns/writes to a file denoted by wordlist.

Data Setup

To use this repo, you need to properly set up your data. Place custom tests under data/test. Place training under data/train. 1/4 of the training data will be used for evaluation.

Copyright

Copyright BASED Systems 2017. Do not reproduce.

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