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The following paper provides a solution to the technique you are employing: Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques The abstract reads: ...The first approach for input data involves computation of ten technical parameters using stock trading data (open, high, low & ...


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Q1: Moving to a classification setting, is to date the most common technique in the literature. Most typically is to predict the direction of a move over some defined horizon, say 1 day or 1 month. An advanced technique is to apply triple barrier labeling and drop the rare class labels. Q2: Jigar Patel, et al wrote a good paper on trend deterministic data ...


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