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Forgetful Forests: high performance learning data structures for streaming data under concept drift
The forgetful algorithms described in this paper achieve high time performance while maintaining high quality predictions on streaming data.
AlphaMLDigger: A Novel Machine Learning Solution to Explore Excess Return on Investment
In phase 2, the predicted market sentiment is combined with social network indicator features and stock market history features to predict the stock movements with different Machine Learning models and optimizers.
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