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Research research.datasets.BinaryDatasets

`research.datasets`.BinaryDatasets¶

class research.datasets.BinaryDatasets(names='all')[source]¶

Class to download, transform and save binary class datasets.

Methods

`download`()	Download the datasets.
`fetch_arcene`()	Download and transform the Arcene Data Set.
`fetch_audit`()	Download and transform the Audit Data Set.
`fetch_banknote_authentication`()	Download and transform the Banknote Authentication Data Set.
`fetch_breast_cancer`()	Download and transform the Breast Cancer Wisconsin Data Set.
`fetch_ionosphere`()	Download and transform the Ionosphere Data Set.
`fetch_parkinsons`()	Download and transform the Parkinsons Data Set.
`fetch_spambase`()	Download and transform the Spambase Data Set.
`save`(path, db_name)	Save datasets.

download()¶: Download the datasets.

fetch_arcene()[source]¶

Download and transform the Arcene Data Set.

https://archive.ics.uci.edu/ml/datasets/Arcene

fetch_audit()[source]¶

Download and transform the Audit Data Set.

https://archive.ics.uci.edu/ml/datasets/Audit+Data

fetch_banknote_authentication()[source]¶

Download and transform the Banknote Authentication Data Set.

https://archive.ics.uci.edu/ml/datasets/banknote+authentication

fetch_breast_cancer()[source]¶

Download and transform the Breast Cancer Wisconsin Data Set.

https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Diagnostic)

fetch_ionosphere()[source]¶

Download and transform the Ionosphere Data Set.

https://archive.ics.uci.edu/ml/datasets/ionosphere

fetch_parkinsons()[source]¶

Download and transform the Parkinsons Data Set.

https://archive.ics.uci.edu/ml/datasets/parkinsons

fetch_spambase()[source]¶

Download and transform the Spambase Data Set.

https://archive.ics.uci.edu/ml/datasets/Spambase

save(path, db_name)¶: Save datasets.