- Crawle the data from TWSE
- Prepocess the data
- Extract data (Open, High, Low, Close, etc.) from the crawled file.
- Transform the original data to Candlestick Charts for each tuple and evaluate its length.
- Get center from the length and group the data with elbows methods and K-means.
- Analyze the data with models
- Naive Bayes
- Logistic Regression
- Decision Tree
- Random Forest
- XGBoost
- Support Vector Machine