This is a transnational data set which contains all the transactions occurring between 01/12/2010 and 09/12/2011 for a UK-based and registered non-store online retail.The company mainly sells unique all-occasion gifts. Many customers of the company are wholesalers.
Here, I took only the data of UK for the data analysis.
# NOTE: For a given seed, result is same for xgboost but not for keras.
XGBoost Keras
MAE : 923.95 769.21
MSE : 12,439,437 13,356,743
R2-score: 0.45 0.41