research.datasets.MulticlassDatasets

class research.datasets.MulticlassDatasets(names='all')

Class to download, transform and save multiclass datasets.

Methods

download()	Download the datasets.
fetch_asp_potassco()	Download and transform the ASP-POTASSCO Data Set.
fetch_autouniv_au4()	Download and transform the AutoUniv au4 Data Set
fetch_autouniv_au7()	Download and transform the AutoUniv au7 Data Set
fetch_baseball()	Download and transform the Baseball Hall of Fame 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_gesture_segmentation()	Download and transform the Gesture Phase Segmentation Data Set.
fetch_image_segmentation()	Download and transform the Image Segmentation Data Set.
fetch_japanese_vowels()	Download and transform the Japanese Vowels Data Set.
fetch_mfeat_zernike()	Download and transform the Multiple Features Dataset: Zernike Data Set.
fetch_mice_protein()	Download and transform the Mice Protein Data Set
fetch_pendigits()	Download and transform the Pen-Based Recognition of Handwritten Digits Data Set.
fetch_steel_plates()	Download and transform the Steel Plates Fault Data Set.
fetch_texture()	Download and transform the Texture Data Set.
fetch_usps()	Download and transform the USPS Data Set.
fetch_vehicle()	Download and transform the Vehicle Silhouettes Data Set.
fetch_volkert()	Download and transform the Volkert Data Set.
fetch_waveform()	Download and transform the Waveform Database Generator (version 2) Data Set.
fetch_wine_quality()	Download and transform the Wine Quality Data Set.
save(path, db_name)	Save datasets.

download()

Download the datasets.

fetch_asp_potassco()

Download and transform the ASP-POTASSCO Data Set.

https://www.openml.org/d/41705

fetch_autouniv_au4()

Download and transform the AutoUniv au4 Data Set

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

fetch_autouniv_au7()

Download and transform the AutoUniv au7 Data Set

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

fetch_baseball()

Download and transform the Baseball Hall of Fame Data Set.

https://www.openml.org/d/185

fetch_cardiotocography()

Download and transform the Cardiotocography Data Set.

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

fetch_first_order_theorem()

Download and transform the First Order Theorem Data Set.

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

fetch_gas_drift()

Download and transform the Gas Drift Data Set.

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

fetch_gesture_segmentation()

Download and transform the Gesture Phase Segmentation Data Set.

https://www.openml.org/d/4538

fetch_image_segmentation()

Download and transform the Image Segmentation Data Set.

https://www.openml.org/d/40984

fetch_japanese_vowels()

Download and transform the Japanese Vowels Data Set.

https://www.openml.org/d/375

fetch_mfeat_zernike()

Download and transform the Multiple Features Dataset: Zernike Data Set.

https://www.openml.org/d/22

fetch_mice_protein()

Download and transform the Mice Protein Data Set

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

fetch_pendigits()

Download and transform the Pen-Based Recognition of Handwritten Digits Data Set.

https://www.openml.org/d/32

fetch_steel_plates()

Download and transform the Steel Plates Fault Data Set.

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

fetch_texture()

Download and transform the Texture Data Set.

https://www.openml.org/d/40499

fetch_usps()

Download and transform the USPS Data Set.

https://www.openml.org/data/get_csv/19329737/usps.arff

fetch_vehicle()

Download and transform the Vehicle Silhouettes Data Set.

https://archive.ics.uci.edu/ml/datasets/Statlog+(Vehicle+Silhouettes)

fetch_volkert()

Download and transform the Volkert Data Set.

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

fetch_waveform()

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

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

fetch_wine_quality()

Download and transform the Wine Quality Data Set.

https://www.openml.org/d/40691

save(path, db_name)

Save datasets.