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Rush 4 Bank prediction

Epitech Digital : data piscine rush 4

python

CLI

run algorithm

python3 src/main.py arg

arg is in arg list

Arg list:

  • one: run knn file
  • two: run correlation matrix
  • three: run logistic regression
  • four run linear regression

Packages :

  • pandas
  • sk learn

CSV

csv file is located in data folder. this folder is located at root of project example csv file :

month,credit_amount,credit_term,age,sex,education,product_type,having_children_flg,region,income,family_status,phone_operator,is_client,bad_client_target

Warning

You can change manually k value in main.py file :

Knn.calculateKnn(StandardScaler(),data_encoded,data, 4)

By default third param is empty fixed_k value is optionnal param for test. the algorithme search automatically k value

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