yahoo_computers

mldr.datasets::get.mldr("yahoo_computers")

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Full dataset

MULAN/MEKA (.arff) MULAN (.xml) LibSVM KEEL mldr

Partitions: select your desired partitioning strategy, validation and format

	Random	Stratified	Iterative stratified
Hold out	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr
2x5-fold cross validation	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr
10-fold cross validation	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr

Summary

Instances	12444
Attributes	34129
Inputs	34096
Labels	33
Labelsets	428
Single labelsets	239
Max frequency	4122
Cardinality	1.5072
Density	0.0457
Mean IR	176.6952
SCUMBLE	0.0965
TCS	19.9926

Citation

Ueda, N.; Saito, K. (2002). Parametric mixture models for multi-labeled text. In Advances in neural information processing systems, 721--728.

@inproceedings{,
  title="Parametric mixture models for multi-labeled text",
author="Ueda, N. and Saito, K.",
booktitle="Advances in neural information processing systems",
pages="721--728",
year="2002"
}

Concurrence plot

In this concurrence plot, sectors represent labels and links between them depict label co-occurrences. SCUMBLE is a measure designed to assess the concurrence among imbalanced labels.

Attributes

all attributes labels

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(33929 more attributes)

Label1 SCUMBLE 0.1398 Label2 SCUMBLE 0.5658 Label3 SCUMBLE 0.4851 Label4 SCUMBLE 0.5131 Label5 SCUMBLE 0.0553 Label6 SCUMBLE 0.0883 Label7 SCUMBLE 0.5093 Label8 SCUMBLE 0.3243 Label9 SCUMBLE 0.2746 Label10 SCUMBLE 0.1137 Label11 SCUMBLE 0.2717 Label12 SCUMBLE 0.1486 Label13 SCUMBLE 0.113 Label14 SCUMBLE 0.5142 Label15 SCUMBLE 0.156 Label16 SCUMBLE 0.4433 Label17 SCUMBLE 0.8809 Label18 SCUMBLE 0.1236 Label19 SCUMBLE 0.1534 Label20 SCUMBLE 0.4433 Label21 SCUMBLE 0.2294 Label22 SCUMBLE 0.8864 Label23 SCUMBLE 0.5305 Label24 SCUMBLE 0.194 Label25 SCUMBLE 0.1427 Label26 SCUMBLE 0.4172 Label27 SCUMBLE 0.7694 Label28 SCUMBLE 0.2995 Label29 SCUMBLE 0.1521 Label30 SCUMBLE 0.3048 Label31 SCUMBLE 0.5414 Label32 SCUMBLE 0.1318 Label33 SCUMBLE 0.5861

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