genbase - Cometa

genbase

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

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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	662
Attributes	1213
Inputs	1186
Labels	27
Labelsets	32
Single labelsets	10
Max frequency	170
Cardinality	1.2523
Density	0.0464
Mean IR	37.3146
SCUMBLE	0.0288
TCS	13.8399

Citation

Diplaris, S.; Tsoumakas, G.; Mitkas, P.; Vlahavas, I. (2005). Protein Classification with Multiple Algorithms. In Proc. 10th Panhellenic Conference on Informatics, Volos, Greece, PCI05, 448--456.

@inproceedings{,
  title = "Protein Classification with Multiple Algorithms",
  author = "Diplaris, S. and Tsoumakas, G. and Mitkas, P. and Vlahavas, I.",
  booktitle = "Proc. 10th Panhellenic Conference on Informatics, Volos, Greece, PCI05",
  year = "2005",
  pages = "448--456"
}

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

categorical protein categorical PS00010 categorical PS00011 categorical PS00012 categorical PS00014 categorical PS00017 categorical PS00018 categorical PS00019 categorical PS00020 categorical PS00021 categorical PS00022 categorical PS00023 categorical PS00024 categorical PS00025 categorical PS00026 categorical PS00027 categorical PS00032 categorical PS00033 categorical PS00034 categorical PS00035 categorical PS00045 categorical PS00046 categorical PS00047 categorical PS00048 categorical PS00049 categorical PS00050 categorical PS00058 categorical PS00059 categorical PS00060 categorical PS00061 categorical PS00062 categorical PS00063 categorical PS00064 categorical PS00065 categorical PS00066 categorical PS00067 categorical PS00068 categorical PS00069 categorical PS00070 categorical PS00071 categorical PS00072 categorical PS00073 categorical PS00074 categorical PS00084 categorical PS00085 categorical PS00086 categorical PS00087 categorical PS00088 categorical PS00089 categorical PS00090 categorical PS00091 categorical PS00092 categorical PS00093 categorical PS00094 categorical PS00095 categorical PS00096 categorical PS00097 categorical PS00098 categorical PS00099 categorical PS00100 categorical PS00101 categorical PS00102 categorical PS00103 categorical PS00111 categorical PS00112 categorical PS00113 categorical PS00114 categorical PS00115 categorical PS00116 categorical PS00117 categorical PS00118 categorical PS00119 categorical PS00120 categorical PS00121 categorical PS00122 categorical PS00123 categorical PS00128 categorical PS00129 categorical PS00130 categorical PS00131 categorical PS00132 categorical PS00133 categorical PS00134 categorical PS00135 categorical PS00136 categorical PS00137 categorical PS00138 categorical PS00139 categorical PS00152 categorical PS00154 categorical PS00155 categorical PS00156 categorical PS00157 categorical PS00158 categorical PS00159 categorical PS00160 categorical PS00161 categorical PS00162 categorical PS00163 categorical PS00164 categorical PS00165 categorical PS00166 categorical PS00167 categorical PS00168 categorical PS00169 categorical PS00177 categorical PS00178 categorical PS00179 categorical PS00180 categorical PS00181 categorical PS00182 categorical PS00183 categorical PS00184 categorical PS00185 categorical PS00186 categorical PS00187 categorical PS00188 categorical PS00189 categorical PS00190 categorical PS00191 categorical PS00192 categorical PS00193 categorical PS00194 categorical PS00195 categorical PS00196 categorical PS00197 categorical PS00198 categorical PS00199 categorical PS00200 categorical PS00201 categorical PS00202 categorical PS00203 categorical PS00204 categorical PS00205 categorical PS00206 categorical PS00207 categorical PS00208 categorical PS00209 categorical PS00210 categorical PS00211 categorical PS00212 categorical PS00213 categorical PS00214 categorical PS00215 categorical PS00216 categorical PS00217 categorical PS00227 categorical PS00228 categorical PS00229 categorical PS00230 categorical PS00231 categorical PS00232 categorical PS00233 categorical PS00234 categorical PS00235 categorical PS00236 categorical PS00237 categorical PS00238 categorical PS00239 categorical PS00240 categorical PS00242 categorical PS00243 categorical PS00244 categorical PS00245 categorical PS00265 categorical PS00266 categorical PS00267 categorical PS00268 categorical PS00269 categorical PS00270 categorical PS00271 categorical PS00272 categorical PS00273 categorical PS00274 categorical PS00275 categorical PS00276 categorical PS00277 categorical PS00278 categorical PS00279 categorical PS00280 categorical PS00281 categorical PS00282 categorical PS00283 categorical PS00284 categorical PS00285 categorical PS00286 categorical PS00287 categorical PS00288 categorical PS00294 categorical PS00296 categorical PS00297 categorical PS00298 categorical PS00302 categorical PS00303 categorical PS00304 categorical PS00306 categorical PS00307 categorical PS00308 categorical PS00309 categorical PS00310

(1013 more attributes)

PDOC00154 SCUMBLE 0.0492 PDOC00343 SCUMBLE 0.0271 PDOC00271 SCUMBLE 0.0523 PDOC00064 SCUMBLE 0.0435 PDOC00791 SCUMBLE 0.0046 PDOC00380 SCUMBLE 0.0867 PDOC50007 SCUMBLE 0.0667 PDOC00224 SCUMBLE 0 PDOC00100 SCUMBLE 0.3386 PDOC00670 SCUMBLE 0.0475 PDOC50002 SCUMBLE 0.1271 PDOC50106 SCUMBLE 0.1081 PDOC00561 SCUMBLE 0.048 PDOC50017 SCUMBLE 0.102 PDOC50003 SCUMBLE 0.2564 PDOC50006 SCUMBLE 0.4467 PDOC50156 SCUMBLE 0.1254 PDOC00662 SCUMBLE 0 PDOC00018 SCUMBLE 0.1526 PDOC50001 SCUMBLE 0.2273 PDOC00014 SCUMBLE 0.7379 PDOC00750 SCUMBLE 0.5804 PDOC50196 SCUMBLE 0.6614 PDOC50199 SCUMBLE 0.6331 PDOC00660 SCUMBLE 0.75 PDOC00653 SCUMBLE 0.75 PDOC00030 SCUMBLE 0.6245

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