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Notebooks for the Toxic Comment Classification Challenge on Kaggle

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Notebooks for the Toxic Comment Classification Challenge

Check out the detail of this competition on its Kaggle page

Requirements

The data can be downloaded from Kaggle
Some of the notebooks use GloVe pre-trained word vectors. They can be downloaded here (Mind the version).

Kaggle score so far

RCNN - 0.9721
Char-level Deep RCNN - 0.9750
Logistic Regression + Naive Bayes SVM - 0.9797
RCNN v2 - 0.9799
Pooled RCNN - 0.9837
LG NB-SVM + Pooled RCNN ensemble - 0.9850
LG NB-SVM + RCNNv3 + CharRCNN ensemble - 0.9855

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Notebooks for the Toxic Comment Classification Challenge on Kaggle

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