Data
Lung

Lung

active ARFF Publicly available Visibility: public Uploaded 17-02-2023 by Pablo Torrijos Arenas
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  • Bioinformatics Biology Health microarray Oncology
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Lung dataset, 203 instances and 5 classes Authors: A. Bhattacharjee, W. Richards, J. Staunton, C. Li, S. Monti, P. Vasa, C. Ladd, J. Beheshti, R. Bueno, M. Gillette, et al Please cite: ([URL](https://www.pnas.org/doi/abs/10.1073/pnas.191502998)): A. Bhattacharjee, W. Richards, J. Staunton, C. Li, S. Monti, P. Vasa, C. Ladd, J. Beheshti, R. Bueno, M. Gillette, et al, Classification of human lung carcinomas by mrna expression profiling reveals distinct adenocarcinoma subclasses, Proc. Nat. Acad. Sci. 98 (24) (2001) 13790-13795.

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0 missing
AFFX-CreX-5_atnumeric201 unique values
0 missing
31507_atnumeric198 unique values
0 missing
31763_atnumeric201 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
AFFX-CreX-3_atnumeric203 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
35963_atnumeric201 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
37728_r_atnumeric200 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
1698_g_atnumeric203 unique values
0 missing
1439_s_atnumeric202 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
AFFX-BioB-5_stnumeric201 unique values
0 missing
31509_atnumeric199 unique values
0 missing
31765_atnumeric200 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
32923_r_atnumeric203 unique values
0 missing
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0 missing
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0 missing
35964_atnumeric198 unique values
0 missing
37059_atnumeric200 unique values
0 missing
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0 missing
38529_atnumeric203 unique values
0 missing
39264_atnumeric200 unique values
0 missing
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0 missing
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0 missing
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0 missing
31888_s_atnumeric202 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
32614_atnumeric201 unique values
0 missing
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0 missing
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0 missing
1440_s_atnumeric199 unique values
0 missing
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0 missing
929_atnumeric201 unique values
0 missing
651_atnumeric202 unique values
0 missing
424_s_atnumeric203 unique values
0 missing
143_s_atnumeric202 unique values
0 missing
AFFX-BioB-M_stnumeric201 unique values
0 missing
31510_s_atnumeric202 unique values
0 missing
31766_s_atnumeric200 unique values
0 missing
32499_atnumeric203 unique values
0 missing
34070_s_atnumeric200 unique values
0 missing
35044_i_atnumeric202 unique values
0 missing
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0 missing
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0 missing
34016_s_atnumeric203 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
38530_atnumeric202 unique values
0 missing
39265_atnumeric200 unique values
0 missing
40000_f_atnumeric202 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
41525_atnumeric203 unique values
0 missing
32615_atnumeric200 unique values
0 missing
1956_s_atnumeric199 unique values
0 missing
1700_atnumeric203 unique values
0 missing
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0 missing
1186_atnumeric201 unique values
0 missing
930_atnumeric202 unique values
0 missing
652_g_atnumeric203 unique values
0 missing
425_atnumeric203 unique values
0 missing
144_atnumeric201 unique values
0 missing
AFFX-BioB-3_stnumeric203 unique values
0 missing
31511_atnumeric201 unique values
0 missing
31767_atnumeric202 unique values
0 missing
32500_atnumeric198 unique values
0 missing
34071_atnumeric203 unique values
0 missing
35045_r_atnumeric202 unique values
0 missing
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0 missing
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0 missing
34017_s_atnumeric202 unique values
0 missing
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0 missing
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0 missing
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0 missing
37795_atnumeric201 unique values
0 missing
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0 missing
39266_atnumeric200 unique values
0 missing
40001_r_atnumeric199 unique values
0 missing
40736_atnumeric199 unique values
0 missing
41471_atnumeric203 unique values
0 missing
31890_s_atnumeric201 unique values
0 missing
33219_atnumeric201 unique values
0 missing
34194_atnumeric197 unique values
0 missing
35168_f_atnumeric203 unique values
0 missing
36024_atnumeric201 unique values
0 missing
36878_f_atnumeric203 unique values
0 missing
37614_g_atnumeric199 unique values
0 missing
38348_atnumeric196 unique values
0 missing
39083_atnumeric202 unique values
0 missing
40058_s_atnumeric200 unique values
0 missing
40793_s_atnumeric202 unique values
0 missing
41767_r_atnumeric201 unique values
0 missing
32859_atnumeric201 unique values
0 missing
34310_atnumeric203 unique values
0 missing
35285_atnumeric203 unique values
0 missing
36140_atnumeric202 unique values
0 missing
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0 missing
37731_atnumeric202 unique values
0 missing
38466_atnumeric202 unique values
0 missing
39200_s_atnumeric201 unique values
0 missing
40176_atnumeric199 unique values
0 missing
40910_atnumeric202 unique values
0 missing
41526_atnumeric203 unique values
0 missing
32616_atnumeric203 unique values
0 missing
1957_s_atnumeric201 unique values
0 missing
1701_atnumeric199 unique values
0 missing
1442_atnumeric201 unique values
0 missing
1165_atnumeric202 unique values
0 missing
931_atnumeric202 unique values
0 missing
653_atnumeric198 unique values
0 missing
401_s_atnumeric201 unique values
0 missing
145_s_atnumeric197 unique values
0 missing
AFFX-BioC-5_stnumeric201 unique values
0 missing
31512_atnumeric202 unique values
0 missing
31768_atnumeric202 unique values
0 missing
32501_atnumeric199 unique values
0 missing
34072_s_atnumeric201 unique values
0 missing
35046_atnumeric201 unique values
0 missing
36379_atnumeric202 unique values
0 missing
32926_atnumeric201 unique values
0 missing
34018_atnumeric200 unique values
0 missing
34992_g_atnumeric202 unique values
0 missing
35967_atnumeric203 unique values
0 missing
37062_atnumeric199 unique values
0 missing
37796_atnumeric201 unique values
0 missing
38532_atnumeric203 unique values
0 missing
39267_atnumeric200 unique values
0 missing
40002_r_atnumeric202 unique values
0 missing
40737_atnumeric202 unique values
0 missing
41472_atnumeric199 unique values
0 missing
31891_atnumeric201 unique values
0 missing
33220_atnumeric202 unique values
0 missing
34195_atnumeric203 unique values
0 missing
35169_atnumeric201 unique values
0 missing
36025_atnumeric203 unique values
0 missing
36879_atnumeric203 unique values
0 missing
37615_atnumeric199 unique values
0 missing
38349_atnumeric201 unique values
0 missing
39084_atnumeric200 unique values
0 missing
40059_r_atnumeric197 unique values
0 missing
40794_atnumeric202 unique values
0 missing
41768_atnumeric203 unique values
0 missing
32860_g_atnumeric203 unique values
0 missing
34311_atnumeric201 unique values
0 missing
35286_r_atnumeric198 unique values
0 missing
36141_atnumeric201 unique values
0 missing
36997_atnumeric201 unique values
0 missing
37732_atnumeric201 unique values
0 missing
38467_atnumeric201 unique values
0 missing
39201_r_atnumeric202 unique values
0 missing
40177_atnumeric201 unique values
0 missing
40911_atnumeric202 unique values
0 missing
41527_f_atnumeric200 unique values
0 missing
32617_atnumeric203 unique values
0 missing
1958_atnumeric200 unique values
0 missing
1702_atnumeric200 unique values
0 missing
1443_atnumeric203 unique values
0 missing
1166_atnumeric202 unique values
0 missing
932_i_atnumeric202 unique values
0 missing
654_atnumeric201 unique values
0 missing
402_s_atnumeric202 unique values
0 missing
146_atnumeric202 unique values
0 missing
AFFX-BioC-3_stnumeric202 unique values
0 missing
31513_atnumeric203 unique values
0 missing
31769_atnumeric203 unique values
0 missing
32981_atnumeric202 unique values
0 missing
34073_s_atnumeric201 unique values
0 missing
35047_atnumeric200 unique values
0 missing
36380_atnumeric201 unique values
0 missing
32927_atnumeric202 unique values
0 missing
34019_atnumeric201 unique values
0 missing
34993_atnumeric203 unique values
0 missing
35968_s_atnumeric203 unique values
0 missing
37063_r_atnumeric199 unique values
0 missing
37797_atnumeric202 unique values
0 missing
38533_s_atnumeric200 unique values
0 missing
39268_atnumeric202 unique values
0 missing
40003_atnumeric203 unique values
0 missing
40738_atnumeric203 unique values
0 missing
41473_atnumeric203 unique values
0 missing
31892_atnumeric203 unique values
0 missing
33221_atnumeric200 unique values
0 missing
34196_atnumeric202 unique values
0 missing
35170_atnumeric202 unique values
0 missing
36026_atnumeric201 unique values
0 missing
36880_atnumeric203 unique values
0 missing
37616_atnumeric200 unique values
0 missing
38350_f_atnumeric203 unique values
0 missing
39085_atnumeric201 unique values
0 missing
40060_r_atnumeric203 unique values
0 missing
40795_atnumeric202 unique values
0 missing
41769_atnumeric198 unique values
0 missing
33338_atnumeric203 unique values
0 missing
34312_atnumeric197 unique values
0 missing
35287_atnumeric202 unique values
0 missing
36142_atnumeric203 unique values
0 missing
36998_s_atnumeric201 unique values
0 missing
37733_atnumeric201 unique values
0 missing
38468_atnumeric203 unique values
0 missing
39202_atnumeric203 unique values
0 missing
40178_atnumeric202 unique values
0 missing
40912_s_atnumeric201 unique values
0 missing
41528_atnumeric202 unique values
0 missing
32618_atnumeric202 unique values
0 missing
1959_atnumeric200 unique values
0 missing
1681_atnumeric202 unique values
0 missing
1444_atnumeric203 unique values
0 missing
1167_s_atnumeric201 unique values
0 missing
933_f_atnumeric203 unique values
0 missing
655_atnumeric201 unique values
0 missing
403_s_atnumeric203 unique values
0 missing
147_atnumeric201 unique values
0 missing
AFFX-BioDn-5_stnumeric200 unique values
0 missing
31514_atnumeric203 unique values
0 missing
31770_atnumeric200 unique values
0 missing
32982_atnumeric201 unique values
0 missing
34074_s_atnumeric201 unique values
0 missing
35048_atnumeric201 unique values
0 missing
36381_atnumeric202 unique values
0 missing
32928_atnumeric201 unique values
0 missing
34020_atnumeric202 unique values
0 missing
34994_atnumeric202 unique values
0 missing
35969_atnumeric195 unique values
0 missing
37064_atnumeric200 unique values
0 missing
37798_atnumeric202 unique values
0 missing
38534_atnumeric201 unique values
0 missing
39269_atnumeric200 unique values
0 missing
40004_atnumeric201 unique values
0 missing
40739_atnumeric202 unique values
0 missing
41474_atnumeric199 unique values
0 missing
31893_atnumeric200 unique values
0 missing
33222_atnumeric201 unique values
0 missing
34197_atnumeric201 unique values
0 missing
35171_atnumeric202 unique values
0 missing
36027_atnumeric202 unique values
0 missing
36881_atnumeric202 unique values
0 missing
37617_atnumeric200 unique values
0 missing
38351_atnumeric200 unique values
0 missing
39326_atnumeric203 unique values
0 missing
40061_atnumeric201 unique values
0 missing
40796_atnumeric200 unique values
0 missing
41770_atnumeric200 unique values
0 missing
33339_g_atnumeric202 unique values
0 missing
34313_atnumeric201 unique values
0 missing
35288_atnumeric200 unique values
0 missing
36143_atnumeric200 unique values
0 missing
36999_atnumeric199 unique values
0 missing
37734_atnumeric199 unique values
0 missing
38469_atnumeric203 unique values
0 missing
39203_atnumeric202 unique values
0 missing
40179_atnumeric203 unique values
0 missing
40913_atnumeric203 unique values
0 missing
41529_g_atnumeric200 unique values
0 missing
32619_atnumeric198 unique values
0 missing
1960_atnumeric202 unique values
0 missing
1682_s_atnumeric202 unique values
0 missing
1445_atnumeric202 unique values
0 missing
1168_atnumeric201 unique values
0 missing
934_atnumeric203 unique values
0 missing
656_atnumeric200 unique values
0 missing
382_atnumeric203 unique values
0 missing
148_atnumeric202 unique values
0 missing
AFFX-BioDn-3_stnumeric202 unique values
0 missing
31515_atnumeric202 unique values
0 missing
31771_atnumeric201 unique values
0 missing
32983_atnumeric200 unique values
0 missing
34075_atnumeric202 unique values
0 missing
35049_g_atnumeric201 unique values
0 missing
36382_atnumeric200 unique values
0 missing
32929_atnumeric201 unique values
0 missing
34021_atnumeric199 unique values
0 missing
34995_atnumeric199 unique values
0 missing
35970_g_atnumeric202 unique values
0 missing
37065_f_atnumeric200 unique values
0 missing
37799_atnumeric201 unique values
0 missing
38535_atnumeric202 unique values
0 missing
39270_atnumeric201 unique values
0 missing
40005_atnumeric198 unique values
0 missing
40740_atnumeric202 unique values
0 missing
41475_atnumeric202 unique values
0 missing
31894_atnumeric200 unique values
0 missing
33223_atnumeric198 unique values
0 missing
34198_atnumeric201 unique values
0 missing
35172_atnumeric203 unique values
0 missing
36028_atnumeric201 unique values
0 missing
36882_atnumeric201 unique values
0 missing
37618_atnumeric200 unique values
0 missing
38352_atnumeric203 unique values
0 missing
39327_atnumeric202 unique values
0 missing
40062_s_atnumeric201 unique values
0 missing
40797_atnumeric202 unique values
0 missing
41771_g_atnumeric202 unique values
0 missing
33340_atnumeric202 unique values
0 missing
34314_atnumeric201 unique values
0 missing
35289_atnumeric202 unique values
0 missing
36144_atnumeric202 unique values
0 missing
37000_atnumeric200 unique values
0 missing
37735_atnumeric203 unique values
0 missing
38470_i_atnumeric198 unique values
0 missing
39204_atnumeric201 unique values
0 missing
40180_atnumeric203 unique values
0 missing
40914_s_atnumeric199 unique values
0 missing
41530_atnumeric202 unique values
0 missing
32620_atnumeric203 unique values
0 missing
1961_f_atnumeric202 unique values
0 missing
1683_atnumeric202 unique values
0 missing
1446_atnumeric201 unique values
0 missing
1169_atnumeric202 unique values
0 missing
935_atnumeric203 unique values
0 missing
657_atnumeric202 unique values
0 missing
384_atnumeric203 unique values
0 missing
Show first 100 features

19 properties

NumberOfInstances
203
Number of instances (rows) of the dataset.
NumberOfFeatures
12601
Number of attributes (columns) of the dataset.
NumberOfClasses
5
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
12600
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
1
Average class difference between consecutive instances.
PercentageOfNumericFeatures
99.99
Percentage of numeric attributes.
Dimensionality
62.07
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
68.47
Percentage of instances belonging to the most frequent class.
MajorityClassSize
139
Number of instances belonging to the most frequent class.
MinorityClassPercentage
2.96
Percentage of instances belonging to the least frequent class.
MinorityClassSize
6
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

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