gragtah/basic-open-nlp

Classify text using Stanford's Open NLP with Sista NLP wrappers

basic-open-nlp

Classify text using Stanford's Open NLP with Sista NLP Scala wrappers

This basic system takes in a text file which each line in tab-delimited format {class document_text}: training.txt

...
Cooking  How do a make a good tomato sauce for pizza?
Gardening  My are my cherry tomatoes dying?

Instantiate via

val textClassifier = new TextClassifier("training.txt")

Unknown text can be classified using:

val (classification, score) = textClassifer.classify("I wonder what class these tomatoes will fall into...")

That's it. Be careful. There is zero input checking and no exception handling.

To run:

sbt "run training100.txt"
sbt "run training1000.txt"

Be sure to use quotes so SBT recognizes the second word as part of the command (in this case, the file with training data).