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Toxic Comment Classification Challenge | Kaggle

https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge

Models:

  • singel layer CNN

  • multi-channel CNN

  • DPCNN

  • textCNN

  • textRCNN

  • bi-LSTM

  • bi-GRU

(ToDO:XGBoost, NB-SVM, Logistic regression -> refer to public kernels)

Ensembling methods:

  • average

  • weighted average

  • geomean

  • rank averaging

  • blending

References:
Note:

These are testing codes. There may be incompatibel errors in iPython notebook due to frequent changes on Python files.


What the winners share