The_Alchemists

Inspiration

The hackathon sounded very cool. I am a complete beginner in deep learning, in particular, and AI, in general. That is why I formed a team and thought of giving it a try.

What it does

This submission predicts the service labels for a given mail.

How we built it

We took the help of a CNN base to build the predictor.

Challenges we ran into

The f1 score and other two tasks were quite challenging. I am still working on them

Accomplishments that we're proud of

The code with the preliminary set of efforts runs very successfully in predicting the Service labels.

What we learned

That we need to develop an even stronger logic for getting multiclass multiclass classification in case of Manuals prediction.

What's next for The_Alchemists

It was a great learning experience. I want to participate in more of these.

Built With

• machine-learning
• python