Financial-distress-prediction-using-SMOTE

This is an imbalanced data set so we will learn to handle such a datset with different methods. We will be applying the following concepts:

• train-test-split
• Handling missing values
• Standard scaler
• Logisitic Regression
• f1score,precisionscore,recall,confusion_matrix
• rocaucscore,rocaucplot
• SMOTE
• Random Forrest classifier