Conocco Phillips challenge - Team Friyay

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  SHAP feature importance

Inspiration

We can use XAI to trust predictions

What it does

Predict faults - Are you sure? - Use XAI - Boom! yeah it works

How we built it

Keras

Challenges we ran into

Data cleaning, Class Imbalance

Accomplishments that we're proud of

I can make you trust my model

What we learned

Importance of class imbalance and how to overcome

What's next for Conocco Phillips challenge - Team Friyay

Built With

• keras
• python
• shap
• sklearn