tade0726/udacity_rossmann_project

Kaggle Rossmann Predition

Rossmann Store Prediction

Summary

Base on Kaggle competetion on "Rossmann Store Sales"

• https://www.kaggle.com/c/rossmann-store-sales

Analysis Report

See "report.pdf"

Python env

• requirements.txt

• libs：

  • Pandas
  • Xgboost

Notebooks (core experiments)

• xgb-report.ipynb
• lgb-report.ipynb

running time

model	Validation Score	Private Score	Public Score	Train Time
Lightgbm	0.108946	0.11596	0.11043	1724.3s (CPU)
Xgboost	0.114742	0.11503	0.11053	1598.6s (GPU)

Results