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text data

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Image Sensor

can DataRobot handle text data?

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Data Scientist
Data Scientist

Hi Dave,

 

Short answer: absolutely! And we automatically combine that text data with other numerics or categoricals. 


Longer answer: we handle text with N-gram, TF-IDF, and FastText (Word2Vec) techniques. We also have several proprietary techniques and are incorporating deep learning. As an advanced user you can tune our text processing to include / exclude stop words, punctuation, apply lemming / stemming, etc. We even handle multiple languages. 

 

Regards,

Duncan