/American-Express---Default-Prediction

Predict if a customer will default in the future

Primary LanguageJupyter Notebook

American-Express--Default-Prediction

Predict if a customer will default in the future

Steps of my project

1- Import libraries
2- Preprocessing
read files
show information about data
drop null columns
label encoding
3- Visualization
(by using heatmap, countplot, scatterplot, boxplot)
4- Removing outliers
5- Balancing data:
(by using resample function)
6- Modeling:
(LogisticRegression, DecisionTreeClassifier, XGBClassifier, cross_validate)