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  • Problem definition

How well can we predict customers that will repay the loan granted by the loan company .

  • Data

The dataset was downloaded from Github (https://github.com/Safa1615/Dataset--loan/blob/main/bank-loan.csv)

  • Feature

The data has the follow feature which include; age, education, employ, address, income, debtinc, creddebt, othdebt and default

  • Modelling

The Model used are LogisticRegression, KNeighborsClassifier, RandomForestClassifier, GaussianNB, XGBClassifier, DecisionTreeClassifier, AdaBoostClassifier and LinearSVC

  • Feature