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11
votes
2answers
10k views

How do you apply SMOTE on text classification?

Synthetic Minority Oversampling Technique (SMOTE) is an oversampling technique used in an imbalanced dataset problem. So far I have an idea how to apply it on generic, structured data. But is it ...
5
votes
2answers
7k views

Text similarity using RNN

Data set contains records of short text, typically a sentence. The goal is to find duplicated records and similar records. Currently, I have tried R package 'text2vec', the glove word vectors and the ...
1
vote
1answer
566 views

Text processing

I am completely new to analyze cluster texts, I'm using Goodreads API to get Books synopsis. My goal is to group similar books, for example: Politics Music Biographies etc... While Goodreads provide ...