Toxic_comment_classification_API

This is the api that checks whether the given text is toxic or not. It also gives the measure of toxicity whether it is toxic, severely toxic, obscene, threat, insult or identity hate. The models were trained on the dataset from kaggle toxic comment classification challenge.

Data

The dataset can be found here

Models

• pipeline of tfidf vectorizer and linearSVC
• pipeline of tfidf vectorizer and logistic Regression

Routes

1. GET /classify/string:comment_id : This route helps in getting all the text of a certain comment_id from the database.comment_id should be passed in the url. If comment_id doesn't exist then it will be informed.
2. POST /classify/string:comment_id : This route is for posting the data ie comment to the database. If comment_id already exists or doesn't exist then it will be informed.
3. PUT /classify/string:comment_id : This route is for updating the comment of the particular comment_id. If comment_id doesnot exist, it will be informed.
4. DELETE /classify/string:comment_id : This route is for deleting the text of particular comment_id. If comment_id doesnot exist, it will be informed.
5. GET /all_data : This route is for getting all the list of text/comment from the database.