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pwnslinger / Cyberbullying-NLP

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statistics needed! #1

Open pwnslinger opened 4 years ago

pwnslinger commented 4 years ago

We asked @parisahjb to implement:

dataset model embedding f-score acc. precision recall sensitivity
Dataset 2 SVM word2vec 0.81 0.45 0.65 0.34 0.56
parisahjb commented 4 years ago

Excel spreadsheet can be found at https://docs.google.com/spreadsheets/d/1nYTQayC7vErjIh6Z_LTBdOlhxrwpM5zSuD5nD8dVxgE/edit#gid=0 @pwnslinger Can you please check it out? Now, I can see 10 classifiers and 8 embeddings. If not mistaken, it must be 11 classifiers and 9 embeddings!

pwnslinger commented 4 years ago

https://towardsdatascience.com/svm-hyper-parameter-tuning-using-gridsearchcv-49c0bc55ce29

parisahjb commented 4 years ago

Aggregate Analysis Result https://drive.google.com/drive/folders/16p7n0IZkaaughMC711FSWBoyxnSHfMa1

pwnslinger commented 4 years ago

Amazing! I just updated the results, can you please double check for the missing classifiers for other DSs? also DS5 added!