david-macleod / kaggle-toxic-comments

Kaggle "Toxic Comments" classification competition

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kaggle-toxic-comments

Kaggle "Toxic Comments" classification competition

Input  

Text data containing toxic comments (abusive), where different classes of "toxicity" have been labelled
This is a multi-label task with input records belonging to one, multiple, or zero classes

Output

Probability of observation belonging to each class

Evaluation

As observations can have multiple labels, Log-loss is calculated for each class, and then averaged across all classes

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Kaggle "Toxic Comments" classification competition

License:MIT License


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