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ml_fraud_detection_x_bnpp's Introduction

Fraud Detection X BNPP

Description

We are a team of students working for BNPP on a use case. This use case involves developing a coorporate fraud detection model which aims to achieve the following:

  • High performance and accuracy
  • Explainable/Interpretable results

Model Concept

The proposed model involves the use of different machine learning methods to achieve the requirements. Explanation on these methods can be found here:

Structure

  • Dataset: Code for dataset simulation and creation mimicking coorporate transactional bank data
  • Exploration: Notebooks for model and conceptual exploration and validation
  • Model: Actual implemented model for usage

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