/ML-classification-model

Develop a predictive model to determine if a loan application will be approved or not.

Primary LanguageJupyter NotebookMIT LicenseMIT

Develop a predictive model to determine if a loan application will be approved or not.

Model used:

  • LogisticRegression
  • SVM
  • RandomForestClassifier
  • DecisionTreeClassifier
  • KNeighborsClassifier
  • GradientBoostingClassifier
  • VotingClassifier

Evaluation metrics:

  • AUC-ROC and AUC-PR
  • Accuracy, Sensitivity, Specificity