Setting up monitor windows to track the stock price movement directions in the a short time.
The techniques include: • CUSUM filters • Meta labeling • SMOTE for imbalanced classes • Randomforest • Feature importance analysis • Parameter tuning •purged k-fold CV • Performance measures
- CUSUM
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- Triple Barrier Labelling
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- Purged Cross Validation
