reutersk500

mldr.datasets::get.mldr("reutersk500")

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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	6000
Attributes	603
Inputs	500
Labels	103
Labelsets	811
Single labelsets	513
Max frequency	381
Cardinality	1.4622
Density	0.0142
Mean IR	51.9805
SCUMBLE	0.0517
TCS	17.5476

Citation

Read, Jesse (2010). Scalable multi-label classification.

@phdthesis{,
  title="Scalable multi-label classification",
  author="Read, Jesse",
  year="2010",
  school="University of Waikato"
}

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

binary CCAT.CCAT binary CCAT.C11 binary CCAT.C12 binary CCAT.C13 binary CCAT.C14 binary CCAT.C15.C15 binary CCAT.C15.C151.C151 binary CCAT.C15.C151.C1511 binary CCAT.C15.C152 binary CCAT.C16 binary CCAT.C17.C17 binary CCAT.C17.C171 binary CCAT.C17.C172 binary CCAT.C17.C173 binary CCAT.C17.C174 binary CCAT.C18.C18 binary CCAT.C18.C181 binary CCAT.C18.C182 binary CCAT.C18.C183 binary CCAT.C21 binary CCAT.C22 binary CCAT.C23 binary CCAT.C24 binary CCAT.C31.C31 binary CCAT.C31.C311 binary CCAT.C31.C312 binary CCAT.C31.C313 binary CCAT.C32 binary CCAT.C33.C33 binary CCAT.C33.C331 binary CCAT.C34 binary CCAT.C41.C41 binary CCAT.C41.C411 binary CCAT.C42 binary ECAT.ECAT binary ECAT.E11 binary ECAT.E12.E12 binary ECAT.E12.E121 binary ECAT.E13.E13 binary ECAT.E13.E131 binary ECAT.E13.E132 binary ECAT.E14.E14 binary ECAT.E14.E141 binary ECAT.E14.E142 binary ECAT.E14.E143 binary ECAT.E21.E21 binary ECAT.E21.E211 binary ECAT.E21.E212 binary ECAT.E31.E31 binary ECAT.E31.E311 binary ECAT.E31.E312 binary ECAT.E31.E313 binary ECAT.E41.E41 binary ECAT.E41.E411 binary ECAT.E51.E51 binary ECAT.E51.E511 binary ECAT.E51.E512 binary ECAT.E51.E513 binary ECAT.E61 binary ECAT.E71 binary GCAT.G15.G15 binary GCAT.G15.G151 binary GCAT.G15.G152 binary GCAT.G15.G153 binary GCAT.G15.G154 binary GCAT.G15.G155 binary GCAT.G15.G156 binary GCAT.G15.G157 binary GCAT.G15.G158 binary GCAT.G15.G159 binary GCAT.GCAT binary GCAT.GCRIM binary GCAT.GDEF binary GCAT.GDIP binary GCAT.GDIS binary GCAT.GENT binary GCAT.GENV binary GCAT.GFAS binary GCAT.GHEA binary GCAT.GJOB binary GCAT.GMIL binary GCAT.GOBIT binary GCAT.GODD binary GCAT.GPOL binary GCAT.GPRO binary GCAT.GREL binary GCAT.GSCI binary GCAT.GSPO binary GCAT.GTOUR binary GCAT.GVIO binary GCAT.GVOTE binary GCAT.GWEA binary GCAT.GWELF binary MCAT.MCAT binary MCAT.M11 binary MCAT.M12 binary MCAT.M13.M13 binary MCAT.M13.M131 binary MCAT.M13.M132 binary MCAT.M14.M14 binary MCAT.M14.M141 binary MCAT.M14.M142 binary MCAT.M14.M143 numeric b11987 numeric b5254 numeric b10553 numeric b18484 numeric b44516 numeric b25328 numeric b5528 numeric b25285 numeric b33299 numeric b13361 numeric b12759 numeric b13961 numeric b38496 numeric b2538 numeric b4359 numeric b6899 numeric b16208 numeric b18456 numeric b23154 numeric b40927 numeric b42306 numeric b12248 numeric b45179 numeric b32501 numeric b13434 numeric b5300 numeric b12738 numeric b45983 numeric b2148 numeric b39535 numeric b4050 numeric b34155 numeric b35052 numeric b25550 numeric b45652 numeric b15992 numeric b11066 numeric b23957 numeric b19152 numeric b45766 numeric b32602 numeric b1334 numeric b8928 numeric b26718 numeric b43007 numeric b44185 numeric b4785 numeric b44696 numeric b34402 numeric b33140 numeric b19834 numeric b27932 numeric b31825 numeric b20104 numeric b9136 numeric b26575 numeric b30523 numeric b31930 numeric b12889 numeric b3220 numeric b27395 numeric b6089 numeric b13592 numeric b2963 numeric b9380 numeric b6662 numeric b35280 numeric b6876 numeric b26313 numeric b667 numeric b5095 numeric b15292 numeric b32796 numeric b38784 numeric b13881 numeric b925 numeric b35847 numeric b7965 numeric b8125 numeric b29685 numeric b6964 numeric b43804 numeric b20350 numeric b19837 numeric b6295 numeric b2954 numeric b8735 numeric b32039 numeric b32668 numeric b5975 numeric b26795 numeric b10681 numeric b20944 numeric b13545 numeric b23057 numeric b43625 numeric b34904

(403 more attributes)

CCAT.CCAT SCUMBLE 0.2205 CCAT.C11 SCUMBLE 0.0868 CCAT.C12 SCUMBLE 0.1374 CCAT.C13 SCUMBLE 0.2068 CCAT.C14 SCUMBLE 0.1561 CCAT.C15.C15 SCUMBLE 0 CCAT.C15.C151.C151 SCUMBLE 0.0117 CCAT.C15.C151.C1511 SCUMBLE 0.0117 CCAT.C15.C152 SCUMBLE 0.0419 CCAT.C16 SCUMBLE 0.2803 CCAT.C17.C17 SCUMBLE 0.2994 CCAT.C17.C171 SCUMBLE 0.0802 CCAT.C17.C172 SCUMBLE 0.0089 CCAT.C17.C173 SCUMBLE 0.1951 CCAT.C17.C174 SCUMBLE 0.0866 CCAT.C18.C18 SCUMBLE 0 CCAT.C18.C181 SCUMBLE 0.0749 CCAT.C18.C182 SCUMBLE 0.1926 CCAT.C18.C183 SCUMBLE 0.1925 CCAT.C21 SCUMBLE 0.1083 CCAT.C22 SCUMBLE 0.2195 CCAT.C23 SCUMBLE 0.3659 CCAT.C24 SCUMBLE 0.1057 CCAT.C31.C31 SCUMBLE 0.0694 CCAT.C31.C311 SCUMBLE 0.2891 CCAT.C31.C312 SCUMBLE 0.3683 CCAT.C31.C313 SCUMBLE 0.4011 CCAT.C32 SCUMBLE 0.2216 CCAT.C33.C33 SCUMBLE 0.0781 CCAT.C33.C331 SCUMBLE 0.3966 CCAT.C34 SCUMBLE 0.3969 CCAT.C41.C41 SCUMBLE 0.6105 CCAT.C41.C411 SCUMBLE 0.0441 CCAT.C42 SCUMBLE 0.0846 ECAT.ECAT SCUMBLE 0.8048 ECAT.E11 SCUMBLE 0.0866 ECAT.E12.E12 SCUMBLE 0.1631 ECAT.E12.E121 SCUMBLE 0.2469 ECAT.E13.E13 SCUMBLE 0 ECAT.E13.E131 SCUMBLE 0.0952 ECAT.E13.E132 SCUMBLE 0.0259 ECAT.E14.E14 SCUMBLE 0.5478 ECAT.E14.E141 SCUMBLE 0.501 ECAT.E14.E142 SCUMBLE 0 ECAT.E14.E143 SCUMBLE 0.4898 ECAT.E21.E21 SCUMBLE 0.6259 ECAT.E21.E211 SCUMBLE 0.1184 ECAT.E21.E212 SCUMBLE 0.0341 ECAT.E31.E31 SCUMBLE 0.254 ECAT.E31.E311 SCUMBLE 0.105 ECAT.E31.E312 SCUMBLE 0.8587 ECAT.E31.E313 SCUMBLE 0 ECAT.E41.E41 SCUMBLE 0.1065 ECAT.E41.E411 SCUMBLE 0.2722 ECAT.E51.E51 SCUMBLE 0.2958 ECAT.E51.E511 SCUMBLE 0.3408 ECAT.E51.E512 SCUMBLE 0.1026 ECAT.E51.E513 SCUMBLE 0.2059 ECAT.E61 SCUMBLE 0.254 ECAT.E71 SCUMBLE 0.0039 GCAT.G15.G15 SCUMBLE 0.0097 GCAT.G15.G151 SCUMBLE 0.4231 GCAT.G15.G152 SCUMBLE 0.4075 GCAT.G15.G153 SCUMBLE 0.4515 GCAT.G15.G154 SCUMBLE 0.2286 GCAT.G15.G155 SCUMBLE 0.3479 GCAT.G15.G156 SCUMBLE 0.7332 GCAT.G15.G157 SCUMBLE 0.4982 GCAT.G15.G158 SCUMBLE 0.2868 GCAT.G15.G159 SCUMBLE 0.7662 GCAT.GCAT SCUMBLE 0.0048 GCAT.GCRIM SCUMBLE 0.1177 GCAT.GDEF SCUMBLE 0.1784 GCAT.GDIP SCUMBLE 0.1116 GCAT.GDIS SCUMBLE 0.0909 GCAT.GENT SCUMBLE 0.2237 GCAT.GENV SCUMBLE 0.1402 GCAT.GFAS SCUMBLE 0.2016 GCAT.GHEA SCUMBLE 0.1987 GCAT.GJOB SCUMBLE 0.1251 GCAT.GMIL SCUMBLE 0.913 GCAT.GOBIT SCUMBLE 0.4031 GCAT.GODD SCUMBLE 0.2232 GCAT.GPOL SCUMBLE 0.1583 GCAT.GPRO SCUMBLE 0.2857 GCAT.GREL SCUMBLE 0.284 GCAT.GSCI SCUMBLE 0.0764 GCAT.GSPO SCUMBLE 0.0058 GCAT.GTOUR SCUMBLE 0.3732 GCAT.GVIO SCUMBLE 0.0541 GCAT.GVOTE SCUMBLE 0.3616 GCAT.GWEA SCUMBLE 0.1727 GCAT.GWELF SCUMBLE 0.47 MCAT.MCAT SCUMBLE 0 MCAT.M11 SCUMBLE 0.0188 MCAT.M12 SCUMBLE 0.0115 MCAT.M13.M13 SCUMBLE 0.1556 MCAT.M13.M131 SCUMBLE 0.0108 MCAT.M13.M132 SCUMBLE 0.0289 MCAT.M14.M14 SCUMBLE 0.012 MCAT.M14.M141 SCUMBLE 0.0508 MCAT.M14.M142 SCUMBLE 0.0558 MCAT.M14.M143 SCUMBLE 0

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