bayes-classifier-js

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* [ ] train based on user input? * [ ] train based on preloaded text files?

shiffman

https://github.com/NaturalNode/natural#classifiers https://github.com/ttezel/bayes

shiffman

how to handle tokens with 0 or 100% probability

2

This is what I'm doing now: ```javascript if (word[category].prob < 0.01) word[category].prob = 0.01; if (word[category].prob > 0.99) word[category].prob = 0.99; ```

shiffman

There's a function called `probabilities()` which calculates everything. The library should probably execute this function internally after each call to `train()`? Also, naming-wise it should probably be called something else....

shiffman

shiffman

Some ideas: * [ ] Highest probability category * [x] List of all categories and their probabilities * [ ] List of words and their scores / probabilities? What else?

shiffman

Allow user to pass in their own function for token validation?

shiffman

Allow use to pass in their own function to tokenize the text?

shiffman