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Madelon
[MT] Madelon

MADELON is an artificial dataset, which was part of the NIPS 2003 feature selection challenge. This is a two-class classification problem with continuous input variables. The difficulty is that the problem is multivariate and highly non-linear.

MADELON is an artificial dataset, which was part of the NIPS 2003 feature selection challenge. This is a two-class classification problem with continuous input variables. The difficulty is that the problem is multivariate and highly non-linear.

Data and Resources

  • Dataset.pdfPDF

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  • Madelon.jsonJSON

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  • madelon_valid.labels

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  • madelon_train.data

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  • madelon_train.labels

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  • madelon.param

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  • madelon_test.data

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  • madelon_valid.data

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Additional Info

Field Value
Author MCI Machine Learning Repository
Last Updated September 16, 2021, 12:53 (CST)
Created September 16, 2021, 12:53 (CST)
Area "N/A"
Associated Tasks "Classification"
Attribute Characteristics "Real"
DPA_DateImported 212582112
DPA_former_id eab9c928-3eb4-42fb-b269-77a15ed7aa62
DPA_former_name madelon
DPA_former_owner_org aac07418-7ef8-49ab-b0b2-e4e75a5379fe
DPA_former_site https://scidm.nchc.org.tw
Data Set Characteristics "Multivariate"
Date Donated "2008-02-29"
Missing Values "N/A"
Number of Instances "4400"
Number of Web Hits "110575"
Number_of_Attributes "500"
AODP Economy Taiwan