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Replication Data for: Auto MPG

Harvard Dataverse (Africa Rice Center, Bioversity International, CCAFS, CIAT, IFPRI, IRRI and WorldFish)

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Title Replication Data for: Auto MPG
 
Identifier https://doi.org/10.7910/DVN/6IXXID
 
Creator Bartley, Christopher
 
Publisher Harvard Dataverse
 
Description 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.
 
Subject Computer and Information Science
 
Contributor Bartley, Christopher