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EMA (Exploratory model analysis) case study. Predicting credit card customers behaviour.

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SawickiBartosz/EMA_bank_churners

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Exploratory Model Analysis

Using Dalex package to expalain machine learning models predicting probability of a credit card customer churning. This case study contain following EMA methods:

  • Shalpey Values
  • Break Down
  • Lime
  • Ceteris Paribus
  • Permutational feature importance

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EMA (Exploratory model analysis) case study. Predicting credit card customers behaviour.

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