research.datasets.MulticlassDatasets

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

Class to download, transform and save multiclass datasets.

Methods

download()

Download the datasets.

fetch_autouniv_au4()

Download and transform the AutoUniv au4 Data Set

fetch_autouniv_au7()

Download and transform the AutoUniv au7 Data Set

fetch_cardiotocography()

Download and transform the Cardiotocography Data Set.

fetch_first_order_theorem()

Download and transform the First Order Theorem Data Set.

fetch_gas_drift()

Download and transform the Gas Drift Data Set.

fetch_mice_protein()

Download and transform the Mice Protein Data Set

fetch_steel_plates()

Download and transform the Steel Plates Fault Data Set.

fetch_volkert()

Download and transform the Volkert Data Set.

fetch_waveform()

Download and transform the Waveform Database Generator (version 2) Data Set.

save(path, db_name)

Save datasets.

download()

Download the datasets.

fetch_autouniv_au4()[source]

Download and transform the AutoUniv au4 Data Set

https://www.openml.org/d/1548

fetch_autouniv_au7()[source]

Download and transform the AutoUniv au7 Data Set

https://www.openml.org/d/1552

fetch_cardiotocography()[source]

Download and transform the Cardiotocography Data Set.

https://www.openml.org/d/1560

fetch_first_order_theorem()[source]

Download and transform the First Order Theorem Data Set.

https://www.openml.org/d/1475

fetch_gas_drift()[source]

Download and transform the Gas Drift Data Set.

https://www.openml.org/d/1476

fetch_mice_protein()[source]

Download and transform the Mice Protein Data Set

https://www.openml.org/d/40966

fetch_steel_plates()[source]

Download and transform the Steel Plates Fault Data Set.

https://www.openml.org/d/40982

fetch_volkert()[source]

Download and transform the Volkert Data Set.

https://www.openml.org/d/41166

fetch_waveform()[source]

Download and transform the Waveform Database Generator (version 2) Data Set.

https://www.openml.org/d/60

save(path, db_name)

Save datasets.