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Package: RKEELdata | ||
Type: Package | ||
Title: Datasets from KEEL for it Use in RKEEL | ||
Version: 1.0.3 | ||
Date: 2017-01-26 | ||
Title: Datasets from 'KEEL' for it Use in 'RKEEL' | ||
Version: 1.0.5 | ||
Date: 2018-05-14 | ||
Authors@R: c( | ||
person("Jose M.", "Moyano", email = "jmoyano@uco.es", role = c("aut", "cre")), | ||
person("Luciano", "Sanchez Ramos", email = "luciano@uniovi.es", role = "aut") | ||
) | ||
Author: Jose M. Moyano [aut, cre], Luciano Sanchez Ramos [aut] | ||
Author: Jose M. Moyano [aut, cre], | ||
Luciano Sanchez Ramos [aut] | ||
Maintainer: Jose M. Moyano <jmoyano@uco.es> | ||
Description: KEEL is a popular Java software for a large number of different knowledge data discovery tasks. Furthermore, RKEEL is a package with a R code layer between R and KEEL, for using KEEL in R code. This package includes the datasets from KEEL in .dat format for its use in RKEEL package. For more information about KEEL, see <http://www.keel.es/>. | ||
Description: 'KEEL' is a popular Java software for a large number of different knowledge data discovery tasks. Furthermore, 'RKEEL' is a package with a R code layer between R and 'KEEL', for using 'KEEL' in R code. This package includes the datasets from 'KEEL' in .dat format for its use in 'RKEEL' package. For more information about 'KEEL', see <http://www.keel.es/>. | ||
License: GPL | ||
NeedsCompilation: no | ||
Packaged: 2017-01-26 08:50:49 UTC; jose | ||
Packaged: 2018-05-14 18:32:16 UTC; jose | ||
Repository: CRAN | ||
Date/Publication: 2017-01-26 12:08:01 | ||
Date/Publication: 2018-05-14 18:57:01 UTC |
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@relation bolts | ||
@attribute RUNInteger integer[1,40] | ||
@attribute SPEED1Integer integer[2,6] | ||
@attribute TOTALInteger integer[10,30] | ||
@attribute SPEED2Integer real[1.5,2.5] | ||
@attribute NUMBER2Integer integer[0,2] | ||
@attribute SENSInteger integer[0,10] | ||
@attribute TIMEReal real[3.94,134.01] | ||
@attribute T20BOLTReal real[7.32,89.34] | ||
@inputs RUNInteger, SPEED1Integer, TOTALInteger, SPEED2Integer, NUMBER2Integer, SENSInteger, TIMEReal, T20BOLTReal | ||
@data | ||
25,2,10,1.5,0,6,5.7,11.4 | ||
24,2,10,1.5,0,10,17.56,35.12 | ||
30,2,10,1.5,2,6,11.28,22.56 | ||
2,2,10,1.5,2,10,8.39,16.78 | ||
40,2,10,2.5,0,6,16.67,33.34 | ||
37,2,10,2.5,0,10,12.04,24.08 | ||
16,2,10,2.5,2,6,9.22,18.44 | ||
22,2,10,2.5,2,10,3.94,7.88 | ||
33,2,30,1.5,0,6,27.02,18.01 | ||
17,2,30,1.5,0,10,19.46,12.97 | ||
28,2,30,1.5,2,6,18.54,12.36 | ||
27,2,30,1.5,2,10,25.7,17.13 | ||
14,2,30,2.5,0,6,19.02,12.68 | ||
13,2,30,2.5,0,10,22.39,14.93 | ||
4,2,30,2.5,2,6,23.85,15.9 | ||
21,2,30,2.5,2,10,30.12,20.08 | ||
23,6,10,1.5,0,6,13.42,26.84 | ||
35,6,10,1.5,0,10,34.26,68.52 | ||
19,6,10,1.5,2,6,39.74,79.48 | ||
34,6,10,1.5,2,10,10.6,21.2 | ||
31,6,10,2.5,0,6,28.89,57.78 | ||
9,6,10,2.5,0,10,35.61,71.22 | ||
38,6,10,2.5,2,6,17.2,34.4 | ||
15,6,10,2.5,2,10,6.0,12.0 | ||
39,6,30,1.5,0,6,129.45,86.3 | ||
8,6,30,1.5,0,0,107.38,71.59 | ||
26,6,30,1.5,2,6,111.66,74.44 | ||
11,6,30,1.5,2,0,109.1,72.73 | ||
6,6,30,2.5,0,6,100.43,66.95 | ||
20,6,30,2.5,0,0,109.28,72.85 | ||
10,6,30,2.5,2,6,106.46,70.97 | ||
32,6,30,2.5,2,0,134.01,89.34 | ||
1,4,20,2.0,1,8,10.78,10.78 | ||
3,4,20,2.0,1,8,9.39,9.39 | ||
5,4,20,2.0,1,8,9.84,9.84 | ||
7,4,20,2.0,1,8,13.94,13.94 | ||
12,4,20,2.0,1,8,12.33,12.33 | ||
18,4,20,2.0,1,8,7.32,7.32 | ||
29,4,20,2.0,1,8,7.91,7.91 | ||
36,4,20,2.0,1,8,15.58,15.58 |
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@relation Pollution | ||
@attribute PRECReal real [10.0, 60.0] | ||
@attribute JANTReal real [12.0, 67.0] | ||
@attribute JULTReal real [63.0, 85.0] | ||
@attribute OVR65Real real [5.6, 11.8] | ||
@attribute POPNReal real [2.92, 3.53] | ||
@attribute EDUCReal real [9.0, 12.3] | ||
@attribute HOUSReal real [66.8, 90.7] | ||
@attribute DENSReal real [1441.0, 9699.0] | ||
@attribute NONWReal real [0.8, 38.5] | ||
@attribute WWDRKReal real [33.8, 59.7] | ||
@attribute POORReal real [9.4, 26.4] | ||
@attribute HCReal real [1.0, 648.0] | ||
@attribute NOXReal real [1.0, 319.0] | ||
@attribute SO@Real real [1.0, 278.0] | ||
@attribute HUMIDReal real [38.0, 73.0] | ||
@attribute MORTReal real [790.733, 1113.156] | ||
@inputs PRECReal, JANTReal, JULTReal, OVR65Real, POPNReal, EDUCReal, HOUSReal, DENSReal, NONWReal, WWDRKReal, POORReal, HCReal, NOXReal, SO@Real, HUMIDReal, MORTReal | ||
@data | ||
36.0, 27.0, 71.0, 8.1, 3.34, 11.4, 81.5, 3243.0, 8.8, 42.6, 11.7, 21.0, 15.0, 59.0, 59.0, 921.87 | ||
35.0, 23.0, 72.0, 11.1, 3.14, 11.0, 78.8, 4281.0, 3.5, 50.7, 14.4, 8.0, 10.0, 39.0, 57.0, 997.875 | ||
44.0, 29.0, 74.0, 10.4, 3.21, 9.8, 81.6, 4260.0, 0.8, 39.4, 12.4, 6.0, 6.0, 33.0, 54.0, 962.354 | ||
47.0, 45.0, 79.0, 6.5, 3.41, 11.1, 77.5, 3125.0, 27.1, 50.2, 20.6, 18.0, 8.0, 24.0, 56.0, 982.291 | ||
43.0, 35.0, 77.0, 7.6, 3.44, 9.6, 84.6, 6441.0, 24.4, 43.7, 14.3, 43.0, 38.0, 206.0, 55.0, 1071.289 | ||
53.0, 45.0, 80.0, 7.7, 3.45, 10.2, 66.8, 3325.0, 38.5, 43.1, 25.5, 30.0, 32.0, 72.0, 54.0, 1030.38 | ||
43.0, 30.0, 74.0, 10.9, 3.23, 12.1, 83.9, 4679.0, 3.5, 49.2, 11.3, 21.0, 32.0, 62.0, 56.0, 934.7 | ||
45.0, 30.0, 73.0, 9.3, 3.29, 10.6, 86.0, 2140.0, 5.3, 40.4, 10.5, 6.0, 4.0, 4.0, 56.0, 899.529 | ||
36.0, 24.0, 70.0, 9.0, 3.31, 10.5, 83.2, 6582.0, 8.1, 42.5, 12.6, 18.0, 12.0, 37.0, 61.0, 1001.902 | ||
36.0, 27.0, 72.0, 9.5, 3.36, 10.7, 79.3, 4213.0, 6.7, 41.0, 13.2, 12.0, 7.0, 20.0, 59.0, 912.347 | ||
52.0, 42.0, 79.0, 7.7, 3.39, 9.6, 69.2, 2302.0, 22.2, 41.3, 24.2, 18.0, 8.0, 27.0, 56.0, 1017.613 | ||
33.0, 26.0, 76.0, 8.6, 3.2, 10.9, 83.4, 6122.0, 16.3, 44.9, 10.7, 88.0, 63.0, 278.0, 58.0, 1024.885 | ||
40.0, 34.0, 77.0, 9.2, 3.21, 10.2, 77.0, 4101.0, 13.0, 45.7, 15.1, 26.0, 26.0, 146.0, 57.0, 970.467 | ||
35.0, 28.0, 71.0, 8.8, 3.29, 11.1, 86.3, 3042.0, 14.7, 44.6, 11.4, 31.0, 21.0, 64.0, 60.0, 985.95 | ||
37.0, 31.0, 75.0, 8.0, 3.26, 11.9, 78.4, 4259.0, 13.1, 49.6, 13.9, 23.0, 9.0, 15.0, 58.0, 958.839 | ||
35.0, 46.0, 85.0, 7.1, 3.22, 11.8, 79.9, 1441.0, 14.8, 51.2, 16.1, 1.0, 1.0, 1.0, 54.0, 860.101 | ||
36.0, 30.0, 75.0, 7.5, 3.35, 11.4, 81.9, 4029.0, 12.4, 44.0, 12.0, 6.0, 4.0, 16.0, 58.0, 936.234 | ||
15.0, 30.0, 73.0, 8.2, 3.15, 12.2, 84.2, 4824.0, 4.7, 53.1, 12.7, 17.0, 8.0, 28.0, 38.0, 871.766 | ||
31.0, 27.0, 74.0, 7.2, 3.44, 10.8, 87.0, 4834.0, 15.8, 43.5, 13.6, 52.0, 35.0, 124.0, 59.0, 959.221 | ||
30.0, 24.0, 72.0, 6.5, 3.53, 10.8, 79.5, 3694.0, 13.1, 33.8, 12.4, 11.0, 4.0, 11.0, 61.0, 941.181 | ||
31.0, 45.0, 85.0, 7.3, 3.22, 11.4, 80.7, 1844.0, 11.5, 48.1, 18.5, 1.0, 1.0, 1.0, 53.0, 891.708 | ||
31.0, 24.0, 72.0, 9.0, 3.37, 10.9, 82.8, 3226.0, 5.1, 45.2, 12.3, 5.0, 3.0, 10.0, 61.0, 871.338 | ||
42.0, 40.0, 77.0, 6.1, 3.45, 10.4, 71.8, 2269.0, 22.7, 41.4, 19.5, 8.0, 3.0, 5.0, 53.0, 971.122 | ||
43.0, 27.0, 72.0, 9.0, 3.25, 11.5, 87.1, 2909.0, 7.2, 51.6, 9.5, 7.0, 3.0, 10.0, 56.0, 887.466 | ||
46.0, 55.0, 84.0, 5.6, 3.35, 11.4, 79.7, 2647.0, 21.0, 46.9, 17.9, 6.0, 5.0, 1.0, 59.0, 952.529 | ||
39.0, 29.0, 75.0, 8.7, 3.23, 11.4, 78.6, 4412.0, 15.6, 46.6, 13.2, 13.0, 7.0, 33.0, 60.0, 968.665 | ||
35.0, 31.0, 81.0, 9.2, 3.1, 12.0, 78.3, 3262.0, 12.6, 48.6, 13.9, 7.0, 4.0, 4.0, 55.0, 919.729 | ||
43.0, 32.0, 74.0, 10.1, 3.38, 9.5, 79.2, 3214.0, 2.9, 43.7, 12.0, 11.0, 7.0, 32.0, 54.0, 844.053 | ||
11.0, 53.0, 68.0, 9.2, 2.99, 12.1, 90.6, 4700.0, 7.8, 48.9, 12.3, 648.0, 319.0, 130.0, 47.0, 861.833 | ||
30.0, 35.0, 71.0, 8.3, 3.37, 9.9, 77.4, 4474.0, 13.1, 42.6, 17.7, 38.0, 37.0, 193.0, 57.0, 989.265 | ||
50.0, 42.0, 82.0, 7.3, 3.49, 10.4, 72.5, 3497.0, 36.7, 43.3, 26.4, 15.0, 18.0, 34.0, 59.0, 1006.49 | ||
60.0, 67.0, 82.0, 10.0, 2.98, 11.5, 88.6, 4657.0, 13.5, 47.3, 22.4, 3.0, 1.0, 1.0, 60.0, 861.439 | ||
30.0, 20.0, 69.0, 8.8, 3.26, 11.1, 85.4, 2934.0, 5.8, 44.0, 9.4, 33.0, 23.0, 125.0, 64.0, 929.15 | ||
25.0, 12.0, 73.0, 9.2, 3.28, 12.1, 83.1, 2095.0, 2.0, 51.9, 9.8, 20.0, 11.0, 26.0, 58.0, 857.622 | ||
45.0, 40.0, 80.0, 8.3, 3.32, 10.1, 70.3, 2682.0, 21.0, 46.1, 24.1, 17.0, 14.0, 78.0, 56.0, 961.009 | ||
46.0, 30.0, 72.0, 10.2, 3.16, 11.3, 83.2, 3327.0, 8.8, 45.3, 12.2, 4.0, 3.0, 8.0, 58.0, 923.234 | ||
54.0, 54.0, 81.0, 7.4, 3.36, 9.7, 72.8, 3172.0, 31.4, 45.5, 24.2, 20.0, 17.0, 1.0, 62.0, 1113.156 | ||
42.0, 33.0, 77.0, 9.7, 3.03, 10.7, 83.5, 7462.0, 11.3, 48.7, 12.4, 41.0, 26.0, 108.0, 58.0, 994.648 | ||
42.0, 32.0, 76.0, 9.1, 3.32, 10.5, 87.5, 6092.0, 17.5, 45.3, 13.2, 29.0, 32.0, 161.0, 54.0, 1015.023 | ||
36.0, 29.0, 72.0, 9.5, 3.32, 10.6, 77.6, 3437.0, 8.1, 45.5, 13.8, 45.0, 59.0, 263.0, 56.0, 991.29 | ||
37.0, 38.0, 67.0, 11.3, 2.99, 12.0, 81.5, 3387.0, 3.6, 50.3, 13.5, 56.0, 21.0, 44.0, 73.0, 893.991 | ||
42.0, 29.0, 72.0, 10.7, 3.19, 10.1, 79.5, 3508.0, 2.2, 38.8, 15.7, 6.0, 4.0, 18.0, 56.0, 938.5 | ||
41.0, 33.0, 77.0, 11.2, 3.08, 9.6, 79.9, 4843.0, 2.7, 38.6, 14.1, 11.0, 11.0, 89.0, 54.0, 946.185 | ||
44.0, 39.0, 78.0, 8.2, 3.32, 11.0, 79.9, 3768.0, 28.6, 49.5, 17.5, 12.0, 9.0, 48.0, 53.0, 1025.502 | ||
32.0, 25.0, 72.0, 10.9, 3.21, 11.1, 82.5, 4355.0, 5.0, 46.4, 10.8, 7.0, 4.0, 18.0, 60.0, 874.281 | ||
34.0, 32.0, 79.0, 9.3, 3.23, 9.7, 76.8, 5160.0, 17.2, 45.1, 15.3, 31.0, 15.0, 68.0, 57.0, 953.56 | ||
10.0, 55.0, 70.0, 7.3, 3.11, 12.1, 88.9, 3033.0, 5.9, 51.0, 14.0, 144.0, 66.0, 20.0, 61.0, 839.709 | ||
18.0, 48.0, 63.0, 9.2, 2.92, 12.2, 87.7, 4253.0, 13.7, 51.2, 12.0, 311.0, 171.0, 86.0, 71.0, 911.701 | ||
13.0, 49.0, 68.0, 7.0, 3.36, 12.2, 90.7, 2702.0, 3.0, 51.9, 9.7, 105.0, 32.0, 3.0, 71.0, 790.733 | ||
35.0, 40.0, 64.0, 9.6, 3.02, 12.2, 82.5, 3626.0, 5.7, 54.3, 10.1, 20.0, 7.0, 20.0, 72.0, 899.264 | ||
45.0, 28.0, 74.0, 10.6, 3.21, 11.1, 82.6, 1883.0, 3.4, 41.9, 12.3, 5.0, 4.0, 20.0, 56.0, 904.155 | ||
38.0, 24.0, 72.0, 9.8, 3.34, 11.4, 78.0, 4923.0, 3.8, 50.5, 11.1, 8.0, 5.0, 25.0, 61.0, 950.672 | ||
31.0, 26.0, 73.0, 9.3, 3.22, 10.7, 81.3, 3249.0, 9.5, 43.9, 13.6, 11.0, 7.0, 25.0, 59.0, 972.464 | ||
40.0, 23.0, 71.0, 11.3, 3.28, 10.3, 73.8, 1671.0, 2.5, 47.4, 13.5, 5.0, 2.0, 11.0, 60.0, 912.202 | ||
41.0, 37.0, 78.0, 6.2, 3.25, 12.3, 89.5, 5308.0, 25.9, 59.7, 10.3, 65.0, 28.0, 102.0, 52.0, 967.803 | ||
28.0, 32.0, 81.0, 7.0, 3.27, 12.1, 81.0, 3665.0, 7.5, 51.6, 13.2, 4.0, 2.0, 1.0, 54.0, 823.764 | ||
45.0, 33.0, 76.0, 7.7, 3.39, 11.3, 82.2, 3152.0, 12.1, 47.3, 10.9, 14.0, 11.0, 42.0, 56.0, 1003.502 | ||
45.0, 24.0, 70.0, 11.8, 3.25, 11.1, 79.8, 3678.0, 1.0, 44.8, 14.0, 7.0, 3.0, 8.0, 56.0, 895.696 | ||
42.0, 33.0, 76.0, 9.7, 3.22, 9.0, 76.2, 9699.0, 4.8, 42.2, 14.5, 8.0, 8.0, 49.0, 54.0, 911.817 | ||
38.0, 28.0, 72.0, 8.9, 3.48, 10.7, 79.8, 3451.0, 11.7, 37.5, 13.0, 14.0, 13.0, 39.0, 58.0, 954.442 |
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