Machine Learning Model for Fraud Detection
https://www.kaggle.com/datasets/ealaxi/paysim1
Fraud_Detection_KNN-Regressor.py
Accuracy = 0.0006934599618116788
Fraud_Detection_Neural-Network.py
Accuracy = 0.999522209404302
Fraud_Detection_Ridge-Regressor.py
Accuracy = 0.9989832271890201
alpha = 0.5
Fraud_Detection_Lasso-Regressor.py
Accuracy = 0.9989736697160757
alpha = 0.5
Fraud_Detection_Decision-Tree.py
Accuracy = 0.9996911649603465
Fraud_Detection_Random-Forest.py
Accuracy = 0.9997068817562577
Fraud_Detection_Gradient-Boosting_Regression.py
Accuracy = 0.9995492653079928
Fraud_Detection_XGBoost.py
Accuracy = 0.9997854657358133
Fraud_Detection_LightGBM-Regressor.py
Accuracy = 0.9997734592500174
