- won the 3rd prize
- Host: Ministry of Science and Technology(과기정통부)
- Sponsor: NIA(National Information Society Agency)
🌟Data Analysis for prediction using Python, R🌟
- KimMinJi
- KimYooBin
- AhnSunYoung
- LeeHyeJin
- ChoHyoungSeo
Tournament for data Scientist/Engineering using Machine Learning/Deep Learning etc..
2019.10.5 Myongji Univ.
- SVM
- Gausian
- ensemble RandomForest
- Logistic Regression
predict category/value of Stock data
- Preprocessing
- Logistic (KimMinJi, AhnSunYoung, LeeHyejin)
- Gausian/SVM/ensemble RandomForest (KimYooBin, ChoHyoungSeo)
- Presentation (AhnSunYoung, KimYooBin)
10/12/2019 Pangyo K-ICT Bigdata Center / Start-Up Campus (Korea, Republic of.)
- Mise
- ensemble RandomForest
- GBoost
- XGBoost
- DNN
distribution/finance/sport section
- Preprocessing (AhnSunYoung, KimMinji)
- ensemble RandomForest(KimYoobin)
- XGBoost (LeeHyejin)
- GBoost(KimYoobin)
- DNN(ChoHyoungSeo)
- Presentation (ChoHyoungSeo, KimYooBin)
Roles were flexible
- hyperparameter tuning for optimal value
- random search cv, grid search cv
- overfit