Causality Causality Workbench                                                             Challenges in Machine Learning Causality
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PROMO: Simple causal effects in time series

Contact: Jean-Philippe Pellet - Submitted: 2011-01-26 17:59 - Views : 7696

The PROMO dataset proposes the task to identify which promotions affect sales. Artificial data about 1000 promotion variables and 100 product sales is provided. The goal is to predict a 1000x100 boolean influence matrix, indicating for each (i,j)...  [more/question/discuss/rate/edit...]

MIDS: MIxed Dynamic Systems

Contact: Denver Dash - Submitted: 2008-11-23 06:12 - Views : 5366

Summary: This data represents a 9 variable (labeled X1...X9) dynamic system with several dynamic processes acting on qualitatively different time scales from one another. The goal is to learn a causal model of the system with the training data, and...  [more/question/discuss/rate/edit...]