genbase: genbase

Description Usage Format Source Examples

Description

genbase dataset.

Usage

1

Format

An mldr object with 662 instances, 1213 attributes and 27 labels

Source

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

Examples

1
2

Example output

  num.attributes num.instances num.inputs num.labels num.labelsets
1           1213           662       1186         27            32
  num.single.labelsets max.frequency cardinality    density   meanIR   scumble
1                   10           170    1.252266 0.04638022 37.31458 0.0287591
  scumble.cv      tcs
1   3.614486 13.83991
          index count        freq      IRLbl     SCUMBLE  SCUMBLE.CV
PDOC00154  1187    79 0.119335347   2.164557 0.049189424  3.51439191
PDOC00343  1188    76 0.114803625   2.250000 0.027131703  3.84914935
PDOC00271  1189    62 0.093655589   2.758065 0.052276676  3.43425489
PDOC00064  1190    49 0.074018127   3.489796 0.043506760  1.38620656
PDOC00791  1191   171 0.258308157   1.000000 0.004597692 13.07669683
PDOC00380  1192    23 0.034743202   7.434783 0.086663870  1.03439235
PDOC50007  1193    31 0.046827795   5.516129 0.066689442  1.27576539
PDOC00224  1194    51 0.077039275   3.352941 0.000000000  0.00000000
PDOC00100  1195     6 0.009063444  28.500000 0.338570426  0.05559892
PDOC00670  1196    66 0.099697885   2.590909 0.047512298  1.90609436
PDOC50002  1197    33 0.049848943   5.181818 0.127074154  0.88228523
PDOC50106  1198    29 0.043806647   5.896552 0.108131436  1.02359128
PDOC00561  1199    36 0.054380665   4.750000 0.048004916  1.37634122
PDOC50017  1200    14 0.021148036  12.214286 0.102002227  0.00000000
PDOC50003  1201    14 0.021148036  12.214286 0.256358724  0.54304692
PDOC50006  1202     4 0.006042296  42.750000 0.446719100  0.00000000
PDOC50156  1203    17 0.025679758  10.058824 0.125401837  0.00000000
PDOC00662  1204    41 0.061933535   4.170732 0.000000000  0.00000000
PDOC00018  1205     9 0.013595166  19.000000 0.152627181  0.32543762
PDOC50001  1206     5 0.007552870  34.200000 0.227319567  0.06539214
PDOC00014  1207     2 0.003021148  85.500000 0.737919868  0.09253837
PDOC00750  1208     3 0.004531722  57.000000 0.580363640  0.00000000
PDOC50196  1209     2 0.003021148  85.500000 0.661389593  0.06039443
PDOC50199  1210     1 0.001510574 171.000000 0.633144745          NA
PDOC00660  1211     1 0.001510574 171.000000 0.750031496          NA
PDOC00653  1212     1 0.001510574 171.000000 0.750031496          NA
PDOC00030  1213     3 0.004531722  57.000000 0.624516968  0.00000000

mldr documentation built on Jan. 11, 2020, 9:18 a.m.