Replication Data for: Auto MPG

Christopher Bartley · Harvard Dataverse · 2016

From https://archive.ics.uci.edu/ml/datasets/Auto+MPG Preprocessing attempted to replicate Altendorf et al. 2012 Learning from Sparse Data by Exploiting Monotonicity Constraints: - MPG was binarised into -1 (28 MPG). - Origin was also binarised into 0 (US/EUR), and 1 (Japan) - Missing Values: 6 rows from original removed due to missing 'hp' values.

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