Causality Causality Workbench                                                             Challenges in Machine Learning Causality
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A marketing dataset

Contact: Isabelle Guyon - Submitted: 2008-09-12 02:37 - Views : 7406 - [Edit entry]


CINA (Census Is Not Adult) is derived from census data (the UCI machine-learning repository Adult database). The data consists of census records for a number of individuals. The causal discovery task is to uncover the socio-economic factors affecting high income (the target value indicates whether the income exceeds 50K).

For the pot-luck challenge, the task proposed is to discover the causal network in the neighborhood of the target.

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