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KEEL-dataset - data set description
dataset/images/movement_libras.jpg
Libras Movement data set


Main Description

This section describes main characteristics of the movement_libras data set and its attributes:

General information

Libras Movement data set
TypeClassificationOriginReal world
Features 90(Real / Integer / Nominal)(90 / 0 / 0)
Instances360 Classes15
Missing values?No

Attribute description

AttributeDomainAttributeDomainAttributeDomain
1st_coordinate_abcissa[0.090909,0.9323]16st_coordinate_abcissa[0.023211,0.91103]31st_coordinate_abcissa[0.088975,0.89749]
1st_coordinate_ordinate[0.14815,0.88657]16st_coordinate_ordinate[0.0625,0.84028]31st_coordinate_ordinate[0.10185,0.85417]
2st_coordinate_abcissa[0.085106,0.93037]17st_coordinate_abcissa[0.052224,0.88781]32st_coordinate_abcissa[0.094778,0.90522]
2st_coordinate_ordinate[0.14815,0.88889]17st_coordinate_ordinate[0.12269,0.84028]32st_coordinate_ordinate[0.041667,0.83565]
3st_coordinate_abcissa[0.085106,0.9323]18st_coordinate_abcissa[0.10832,0.88781]33st_coordinate_abcissa[0.092843,0.91876]
3st_coordinate_ordinate[0.14815,0.88426]18st_coordinate_ordinate[0.14815,0.84028]33st_coordinate_ordinate[0.0,0.82407]
4st_coordinate_abcissa[0.088975,0.9323]19st_coordinate_abcissa[0.13926,0.88781]34st_coordinate_abcissa[0.10058,0.90716]
4st_coordinate_ordinate[0.14583,0.88194]19st_coordinate_ordinate[0.14583,0.84028]34st_coordinate_ordinate[0.0,0.82639]
5st_coordinate_abcissa[0.092843,0.9323]20st_coordinate_abcissa[0.16054,0.88588]35st_coordinate_abcissa[0.071567,0.90716]
5st_coordinate_ordinate[0.14583,0.875]20st_coordinate_ordinate[0.12963,0.84028]35st_coordinate_ordinate[0.030093,0.83333]
6st_coordinate_abcissa[0.10058,0.9323]21st_coordinate_abcissa[0.147,0.88008]36st_coordinate_abcissa[0.065764,0.91683]
6st_coordinate_ordinate[0.14352,0.875]21st_coordinate_ordinate[0.13194,0.84028]36st_coordinate_ordinate[0.085648,0.83565]
7st_coordinate_abcissa[0.10445,0.93424]22st_coordinate_abcissa[0.11219,0.88008]37st_coordinate_abcissa[0.017408,0.9207]
7st_coordinate_ordinate[0.14352,0.87037]22st_coordinate_ordinate[0.15046,0.84028]37st_coordinate_ordinate[0.11111,0.87963]
8st_coordinate_abcissa[0.11025,0.94197]23st_coordinate_abcissa[0.088975,0.88008]38st_coordinate_abcissa[0.0,0.92456]
8st_coordinate_ordinate[0.1412,0.86343]23st_coordinate_ordinate[0.14815,0.83796]38st_coordinate_ordinate[0.099537,0.9838]
9st_coordinate_abcissa[0.11992,0.94391]24st_coordinate_abcissa[0.083172,0.88008]39st_coordinate_abcissa[0.0058027,0.92843]
9st_coordinate_ordinate[0.1412,0.86343]24st_coordinate_ordinate[0.14352,0.87037]39st_coordinate_ordinate[0.094907,0.96991]
10st_coordinate_abcissa[0.12766,0.94391]25st_coordinate_abcissa[0.071567,0.88588]40st_coordinate_abcissa[0.025145,0.94391]
10st_coordinate_ordinate[0.13657,0.86111]25st_coordinate_ordinate[0.13889,0.95833]40st_coordinate_ordinate[0.085648,0.84722]
11st_coordinate_abcissa[0.13153,0.94197]26st_coordinate_abcissa[0.052224,0.89362]41st_coordinate_abcissa[0.059961,0.96132]
11st_coordinate_ordinate[0.13657,0.84722]26st_coordinate_ordinate[0.13657,0.9838]41st_coordinate_ordinate[0.076389,0.83102]
12st_coordinate_abcissa[0.10638,0.94197]27st_coordinate_abcissa[0.046422,0.89555]42st_coordinate_abcissa[0.059961,0.97099]
12st_coordinate_ordinate[0.13426,0.84028]27st_coordinate_ordinate[0.13426,0.85185]42st_coordinate_ordinate[0.050926,0.81944]
13st_coordinate_abcissa[0.040619,0.9381]28st_coordinate_abcissa[0.040619,0.88975]43st_coordinate_abcissa[0.029014,0.97872]
13st_coordinate_ordinate[0.092593,1.0]28st_coordinate_ordinate[0.13194,0.86806]43st_coordinate_ordinate[0.030093,0.82407]
14st_coordinate_abcissa[0.015474,0.9265]29st_coordinate_abcissa[0.048356,0.89749]44st_coordinate_abcissa[0.011605,0.98839]
14st_coordinate_ordinate[0.018519,0.84028]29st_coordinate_ordinate[0.12731,0.87037]44st_coordinate_ordinate[0.0092593,0.87269]
15st_coordinate_abcissa[0.017408,0.91489]30st_coordinate_abcissa[0.067698,0.88975]45st_coordinate_abcissa[0.0058027,1.0]
15st_coordinate_ordinate[0.018519,0.84028]30st_coordinate_ordinate[0.11111,0.86111]45st_coordinate_ordinate[0.0069444,0.88426]
Class{1,2,3,4,5,6,7,8,9,10,11,12,13,14,15}

Additional information

The data set contains 15 classes of 24 instances each. Each class references to a hand movement type in LIBRAS (Portuguese name \'Lingua BRAsileira de Sinais\', oficial brazilian signal language).



Main Files and additional references

In this section you can download some files related to the movement_libras data set:

  • The complete data set already formatted in KEEL format can be downloaded from herezip.gif.
  • A copy of the data set already partitioned by means of a 10-folds cross validation procedure can be downloaded from herezip.gif.
  • A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from herezip.gif.
  • The header file associated to this data set can be downloaded from heretxt.png.
  • This is not a native data set from the KEEL project. It has been obtained from the UCI Machine Learning repository. The original page where the data set can be found is: http://archive.ics.uci.edu/ml/datasets/Libras+Movement.

 
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