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dvquy13 / banksim

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BankSim Data Exploration

Source: https://www.kaggle.com/ntnu-testimon/banksim1/data#

Set up

  1. Grant permission to scripts: chmod 744 -R ./cmd
  2. Set up env vars: source .env
  3. Making directories: ./cmd/01_setup.sh

Naming

Data

name base meaning
fe1 None basic numerical features' stats aggregated by customer
fe2 fe1 add basic categorical features' stats
fe21 fe2 cross-validation with full data instead of train data
fe3 None generate features from featuretools, not using gender info. Depth = 2
fe32 fe3 using gender proportion by merchant info, depth = 3, adding interesting values when generating features
fe321 fe32 remove features building from customer value