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rp-group-43-common

SVM

svm_binary.ipynb contains binary classification. ordinal.ipynb contains ordinal classification. per_questionnaire.ipynb contains per-questionnaire classification.

In order to run these classifiers, you need fastText model. You also need to adjust the file structure if you want to run these classifiers.

How to download fastText model?

import fasttext.util fasttext.util.download_model('en', if_exists='ignore') # English ft = fasttext.load_model('cc.en.300.bin')

For detailed download information, please check this link: https://fasttext.cc/docs/en/crawl-vectors.html

Data

Data used for this text classification is not available, as it was not collected to be publicly shared.