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Modelling

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MikeJohnPage edited this page May 7, 2019 · 6 revisions

Features

Retweet count
URL's
Emoji's
Conversation history
Sentiment
word2vec
TF-IDF

Binary Classifiers to evaluate:

SVM
GBM
Deep Neural Net
Recurrent Neural Net
Logistic Regression
Naive Bayes

Modelling Considerations

cross-platform data set issues. Will a data set from one platform perform on another. Should calls to the API be platform specific.

Modelling Resources

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