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African Credit Scoring Challenge

Helping Africa
$5 000 USD
Completed (~1 year ago)
1959 joined
1022 active
Starti
Nov 29, 24
Closei
Jan 12, 25
Reveali
Jan 13, 25
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yassin104
Rank 6 solution
Notebooks · 3 Feb 2025, 18:44 · 0

Here is our team I_over_B solution. Please upvote the notebook!

overview:

  1. We handled the imbalanced data by dropping unnecessary rows in both the train and test sets (the logic behind this is detailed in the notebook).
  2. We used two different models: one for Kenya and one for Ghana.
  3. We incorporated economic indicators for the Ghana model.
  4. We did not apply any post-processing or use tricks like the "Type 3" thing..

Notebook:https://www.kaggle.com/code/zribiahmedyassine/i-over-b-updated1-african-credit-scoring-challenge

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