Data
leukemia

leukemia

active ARFF Publicly available Visibility: public Uploaded 07-10-2014 by Joaquin Vanschoren
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Author: Source: Unknown - Date unknown Please cite: Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring. Science, VOL 286, pp. 531-537, 15 October 1999. Web supplement to the article T.R. Golub, D. K. Slonim, P. Tamayo, C. Huard, M. Gaasenbeek, J. P. Mesirov, H. Coller, M. L. Loh, J. R. Downing, M. A. Caligiuri, C. D. Bloomfield, E. S. Lander. Original training test consists of 38 first instances.

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D21063_atnumeric70 unique values
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D63851_atnumeric68 unique values
0 missing
HG1019-HT1019_atnumeric70 unique values
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HG921-HT3995_atnumeric67 unique values
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L12701_cds2_atnumeric68 unique values
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L39059_atnumeric67 unique values
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M21904_atnumeric72 unique values
0 missing
M59916_atnumeric72 unique values
0 missing
M87860_atnumeric68 unique values
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U01120_atnumeric61 unique values
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U83600_atnumeric71 unique values
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X62055_atnumeric71 unique values
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X79440_atnumeric68 unique values
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HG721-HT4828_s_atnumeric68 unique values
0 missing
X03363_s_atnumeric66 unique values
0 missing
S62904_s_atnumeric62 unique values
0 missing
X55037_s_atnumeric68 unique values
0 missing
X87211_atnumeric67 unique values
0 missing
AFFX-DapX-5_atnumeric62 unique values
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D21089_atnumeric70 unique values
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D63874_atnumeric71 unique values
0 missing
HG1071-HT1071_atnumeric63 unique values
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0 missing
X98206_atnumeric63 unique values
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HG721-HT4827_s_atnumeric68 unique values
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AFFX-DapX-M_atnumeric62 unique values
0 missing
D21090_atnumeric62 unique values
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D63875_atnumeric65 unique values
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HG1078-HT1078_atnumeric71 unique values
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L13042_atnumeric64 unique values
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M21984_atnumeric67 unique values
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M59964_atnumeric65 unique values
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U83843_atnumeric69 unique values
0 missing
X12451_atnumeric70 unique values
0 missing
X62320_atnumeric70 unique values
0 missing
X79510_atnumeric65 unique values
0 missing
X98248_rna1_atnumeric72 unique values
0 missing
Z38026_atnumeric65 unique values
0 missing
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0 missing
HG759-HT759_s_atnumeric65 unique values
0 missing
M12963_s_atnumeric70 unique values
0 missing
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0 missing
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D21163_atnumeric68 unique values
0 missing
D63876_atnumeric70 unique values
0 missing
HG1098-HT1098_atnumeric58 unique values
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L13197_atnumeric66 unique values
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L39064_rna1_atnumeric68 unique values
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M21985_atnumeric69 unique values
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M59979_atnumeric67 unique values
0 missing
M88279_atnumeric72 unique values
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U01160_atnumeric66 unique values
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U17077_atnumeric66 unique values
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0 missing
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L13203_atnumeric70 unique values
0 missing
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0 missing
M22005_atnumeric64 unique values
0 missing
M60047_atnumeric67 unique values
0 missing
M88282_atnumeric71 unique values
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0 missing
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U35407_atnumeric55 unique values
0 missing
U51478_atnumeric71 unique values
0 missing
U68018_atnumeric66 unique values
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0 missing
X12458_rna1_atnumeric67 unique values
0 missing
X62535_atnumeric70 unique values
0 missing
X79568_atnumeric67 unique values
0 missing
X98260_atnumeric70 unique values
0 missing
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0 missing
D21239_atnumeric66 unique values
0 missing
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HG1103-HT1103_atnumeric56 unique values
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0 missing
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0 missing
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0 missing
M22092_atnumeric63 unique values
0 missing
M60052_atnumeric69 unique values
0 missing
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0 missing
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0 missing
X12492_atnumeric70 unique values
0 missing
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0 missing
X79780_atnumeric69 unique values
0 missing
X98261_atnumeric68 unique values
0 missing
Z46788_atnumeric66 unique values
0 missing
U28049_atnumeric65 unique values
0 missing
D55643_s_atnumeric62 unique values
0 missing
HG880-HT880_atnumeric71 unique values
0 missing
M13560_s_atnumeric72 unique values
0 missing
X51362_s_atnumeric67 unique values
0 missing
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0 missing
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0 missing
D21255_atnumeric59 unique values
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HG1111-HT1111_atnumeric67 unique values
0 missing
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0 missing
L13258_atnumeric61 unique values
0 missing
L39874_atnumeric70 unique values
0 missing
M22324_atnumeric68 unique values
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M60091_atnumeric65 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
M13690_s_atnumeric70 unique values
0 missing
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0 missing
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0 missing
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0 missing
AFFX-PheX-5_atnumeric59 unique values
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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
X12556_atnumeric61 unique values
0 missing
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0 missing
X79865_atnumeric68 unique values
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0 missing
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0 missing
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0 missing
D63861_s_atnumeric67 unique values
0 missing
HG884-HT884_s_atnumeric65 unique values
0 missing
M13686_s_atnumeric64 unique values
0 missing
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0 missing
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0 missing
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0 missing
AFFX-PheX-M_atnumeric60 unique values
0 missing
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0 missing
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0 missing
HG1116-HT1116_atnumeric68 unique values
0 missing
J00287_atnumeric69 unique values
0 missing
L13286_atnumeric58 unique values
0 missing
L40157_atnumeric59 unique values
0 missing
M22430_atnumeric69 unique values
0 missing
M60094_rna1_atnumeric60 unique values
0 missing
M88579_atnumeric62 unique values
0 missing
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0 missing
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0 missing
U36221_atnumeric71 unique values
0 missing
U51678_atnumeric71 unique values
0 missing
U68063_atnumeric72 unique values
0 missing
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0 missing
X12662_rna1_atnumeric56 unique values
0 missing
X62744_atnumeric72 unique values
0 missing
X79882_atnumeric69 unique values
0 missing
X98307_atnumeric61 unique values
0 missing
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0 missing
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0 missing
D63882_s_atnumeric53 unique values
0 missing
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0 missing
M13829_s_atnumeric70 unique values
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0 missing
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0 missing
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AFFX-PheX-3_atnumeric59 unique values
0 missing
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0 missing
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HG1139-HT4910_atnumeric66 unique values
0 missing
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0 missing
L13329_atnumeric54 unique values
0 missing
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0 missing
M22489_atnumeric67 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
U51711_atnumeric61 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
X98311_atnumeric65 unique values
0 missing
Z47087_atnumeric65 unique values
0 missing
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0 missing
D63940_s_atnumeric69 unique values
0 missing
HG944-HT944_s_atnumeric70 unique values
0 missing
M34353_s_atnumeric66 unique values
0 missing
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0 missing
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0 missing
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AFFX-ThrX-5_atnumeric54 unique values
0 missing
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0 missing
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HG1148-HT1148_atnumeric62 unique values
0 missing
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0 missing
L13391_atnumeric68 unique values
0 missing
L40366_atnumeric67 unique values
0 missing
M22490_atnumeric71 unique values
0 missing
M60278_atnumeric70 unique values
0 missing
M89796_rna1_atnumeric58 unique values
0 missing
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0 missing
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0 missing
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0 missing
U51903_atnumeric68 unique values
0 missing
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0 missing
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0 missing
X12794_atnumeric68 unique values
0 missing
X63097_atnumeric62 unique values
0 missing
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0 missing
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0 missing
Z47553_atnumeric59 unique values
0 missing
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0 missing
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0 missing
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0 missing
M13928_s_atnumeric67 unique values
0 missing
U31929_s_atnumeric68 unique values
0 missing
X89101_s_atnumeric68 unique values
0 missing
Z46261_atnumeric60 unique values
0 missing
AFFX-ThrX-M_atnumeric58 unique values
0 missing
D21337_atnumeric64 unique values
0 missing
D64110_atnumeric69 unique values
0 missing
HG1153-HT1153_atnumeric71 unique values
0 missing
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0 missing
L13434_atnumeric71 unique values
0 missing
L40371_atnumeric66 unique values
0 missing
M22538_atnumeric71 unique values
0 missing
M60298_atnumeric64 unique values
0 missing
M89955_atnumeric71 unique values
0 missing
U01923_atnumeric68 unique values
0 missing
U17714_atnumeric62 unique values
0 missing
U36501_atnumeric60 unique values
0 missing
U51920_atnumeric69 unique values
0 missing
U68142_atnumeric67 unique values
0 missing
U85245_atnumeric68 unique values
0 missing
X12901_atnumeric58 unique values
0 missing
X63187_atnumeric62 unique values
0 missing
X79984_atnumeric61 unique values
0 missing
X98411_atnumeric69 unique values
0 missing
Z47727_atnumeric72 unique values
0 missing
U35376_atnumeric53 unique values
0 missing
M96954_s_atnumeric71 unique values
0 missing
HG945-HT945_s_atnumeric59 unique values
0 missing
X04445_rna1_s_atnumeric71 unique values
0 missing
U15641_s_atnumeric70 unique values
0 missing
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0 missing
Z47556_rna2_atnumeric59 unique values
0 missing
AFFX-ThrX-3_atnumeric67 unique values
0 missing
D21851_atnumeric57 unique values
0 missing
D64142_atnumeric72 unique values
0 missing
HG1155-HT4822_atnumeric69 unique values
0 missing
J02645_atnumeric68 unique values
0 missing
L13436_atnumeric69 unique values
0 missing
L40377_atnumeric69 unique values
0 missing
M22632_atnumeric68 unique values
0 missing
M60299_atnumeric71 unique values
0 missing
M89957_atnumeric71 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
X63337_atnumeric67 unique values
0 missing
X80026_atnumeric71 unique values
0 missing
X98507_atnumeric60 unique values
0 missing
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0 missing
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0 missing
Z79693_s_atnumeric58 unique values
0 missing
X54457_s_atnumeric65 unique values
0 missing
X81851_s_atnumeric68 unique values
0 missing
S75256_s_atnumeric71 unique values
0 missing
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0 missing
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0 missing
AFFX-TrpnX-5_atnumeric62 unique values
0 missing
D21852_atnumeric69 unique values
0 missing
D64154_atnumeric67 unique values
0 missing
HG1205-HT1205_atnumeric69 unique values
0 missing
J02843_atnumeric63 unique values
0 missing
L13689_atnumeric71 unique values
0 missing
L40379_atnumeric64 unique values
0 missing
M22638_atnumeric69 unique values
0 missing
M60314_atnumeric65 unique values
0 missing
M90299_atnumeric71 unique values
0 missing
U02020_atnumeric69 unique values
0 missing
U17886_atnumeric71 unique values
0 missing
U36621_cds2_atnumeric68 unique values
0 missing
U52100_atnumeric59 unique values
0 missing
U68385_atnumeric62 unique values
0 missing
U85267_atnumeric69 unique values
0 missing
X13238_atnumeric71 unique values
0 missing
X63359_atnumeric67 unique values
0 missing
X80062_atnumeric65 unique values
0 missing
X98743_atnumeric69 unique values
0 missing
Z48051_rna1_atnumeric62 unique values
0 missing
U37146_atnumeric71 unique values
0 missing
Y10807_s_atnumeric72 unique values
0 missing
X77777_s_atnumeric64 unique values
0 missing
M13994_s_atnumeric70 unique values
0 missing
U33052_s_atnumeric70 unique values
0 missing
X66276_s_atnumeric67 unique values
0 missing
Z68274_atnumeric65 unique values
0 missing
AFFX-TrpnX-M_atnumeric70 unique values
0 missing
D21853_atnumeric69 unique values
0 missing
D64158_atnumeric65 unique values
0 missing
HG142-HT142_atnumeric67 unique values
0 missing
J02854_atnumeric68 unique values
0 missing
L13698_atnumeric61 unique values
0 missing
L40380_atnumeric64 unique values
0 missing
M22760_atnumeric71 unique values
0 missing
M60315_atnumeric66 unique values
0 missing
M90359_atnumeric64 unique values
0 missing
U02031_atnumeric67 unique values
0 missing
U17894_atnumeric69 unique values
0 missing
U36764_atnumeric68 unique values
0 missing
U52101_atnumeric72 unique values
0 missing
U68485_atnumeric70 unique values
0 missing
U85430_atnumeric67 unique values
0 missing
X13255_atnumeric62 unique values
0 missing
X63380_atnumeric67 unique values
0 missing
X80198_atnumeric66 unique values
0 missing
X98801_atnumeric72 unique values
0 missing
Z48054_atnumeric69 unique values
0 missing
U37426_atnumeric65 unique values
0 missing
D78132_s_atnumeric70 unique values
0 missing
HG982-HT982_s_atnumeric69 unique values
0 missing
M60891_s_atnumeric72 unique values
0 missing
S75881_s_atnumeric67 unique values
0 missing
X66894_s_atnumeric69 unique values
0 missing
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0 missing
AFFX-TrpnX-3_atnumeric65 unique values
0 missing
D21878_atnumeric61 unique values
0 missing
D64159_atnumeric63 unique values
0 missing
HG1602-HT1602_atnumeric70 unique values
0 missing
J02874_atnumeric64 unique values
0 missing
L13720_atnumeric71 unique values
0 missing
L40387_atnumeric68 unique values
0 missing
M22877_atnumeric68 unique values
0 missing
M60331_atnumeric64 unique values
0 missing
M90366_atnumeric66 unique values
0 missing
U02081_atnumeric67 unique values
0 missing
U17977_atnumeric67 unique values
0 missing
U36787_atnumeric69 unique values
0 missing
U52111_rna3_atnumeric70 unique values
0 missing
U68488_atnumeric63 unique values
0 missing
U85611_atnumeric69 unique values
0 missing
X13293_atnumeric72 unique values
0 missing
X63417_atnumeric70 unique values
0 missing
X80199_atnumeric70 unique values
0 missing
X98833_rna1_atnumeric71 unique values
0 missing
Z48199_atnumeric70 unique values
0 missing
U38276_atnumeric70 unique values
0 missing
D78577_s_atnumeric69 unique values
0 missing
HG998-HT998_s_atnumeric69 unique values
0 missing
U59058_s_atnumeric64 unique values
0 missing
S76473_s_atnumeric54 unique values
0 missing
X98337_s_atnumeric57 unique values
0 missing
Z80781_atnumeric62 unique values
0 missing
AFFX-HUMISGF3A/M97935_5_atnumeric69 unique values
0 missing
D23660_atnumeric71 unique values
0 missing
D67029_atnumeric67 unique values
0 missing
HG1604-HT1604_atnumeric67 unique values
0 missing
J02876_atnumeric70 unique values
0 missing
L13738_atnumeric70 unique values
0 missing
L40388_atnumeric61 unique values
0 missing
M22898_atnumeric71 unique values
0 missing
M60459_atnumeric64 unique values
0 missing
M90516_atnumeric59 unique values
0 missing
U02082_atnumeric67 unique values
0 missing
U17989_atnumeric58 unique values
0 missing
U36798_atnumeric68 unique values
0 missing
U52111_rna4_atnumeric71 unique values
0 missing
U68494_atnumeric61 unique values
0 missing
U85658_atnumeric64 unique values
0 missing
X13334_atnumeric69 unique values
0 missing
X63422_atnumeric70 unique values
0 missing
X80200_atnumeric71 unique values
0 missing
X98834_rna1_atnumeric64 unique values
0 missing
Z48475_atnumeric71 unique values
0 missing
U38291_rna1_atnumeric69 unique values
0 missing
D79984_s_atnumeric69 unique values
0 missing
M10277_s_atnumeric72 unique values
0 missing
M14328_s_atnumeric72 unique values
0 missing
U05012_s_atnumeric69 unique values
0 missing
X69116_s_atnumeric60 unique values
0 missing
Z80783_atnumeric70 unique values
0 missing
AFFX-HUMISGF3A/M97935_MA_atnumeric68 unique values
0 missing
D23662_atnumeric71 unique values
0 missing
D70830_atnumeric70 unique values
0 missing
HG1612-HT1612_atnumeric71 unique values
0 missing
J02883_atnumeric64 unique values
0 missing
L13761_rna1_atnumeric69 unique values
0 missing
L40391_atnumeric70 unique values
0 missing
M22919_rna2_atnumeric68 unique values
0 missing
M60527_atnumeric69 unique values
0 missing
M90656_atnumeric69 unique values
0 missing
U02310_atnumeric67 unique values
0 missing
U18004_atnumeric57 unique values
0 missing
U36922_atnumeric64 unique values
0 missing
U52112_rna1_atnumeric70 unique values
0 missing
U68536_atnumeric68 unique values
0 missing
U85707_atnumeric59 unique values
0 missing
X13444_atnumeric70 unique values
0 missing
X63454_atnumeric64 unique values
0 missing
X80230_atnumeric71 unique values
0 missing

62 properties

72
Number of instances (rows) of the dataset.
7130
Number of attributes (columns) of the dataset.
2
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
7129
Number of numeric attributes.
1
Number of nominal attributes.
0.01
Percentage of binary attributes.
185.3
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
-1.27
Minimum kurtosis among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
71.95
Maximum kurtosis among attributes of the numeric type.
-16209.72
Minimum of means among attributes of the numeric type.
0
Percentage of missing values.
3.69
Third quartile of kurtosis among attributes of the numeric type.
27079.44
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
99.99
Percentage of numeric attributes.
472.86
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
2
The minimal number of distinct values among attributes of the nominal type.
0.01
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
2
The maximum number of distinct values among attributes of the nominal type.
-8.37
Minimum skewness among attributes of the numeric type.
First quartile of entropy among attributes.
1.32
Third quartile of skewness among attributes of the numeric type.
8.48
Maximum skewness among attributes of the numeric type.
26.7
Minimum standard deviation of attributes of the numeric type.
0.33
First quartile of kurtosis among attributes of the numeric type.
362.3
Third quartile of standard deviation of attributes of the numeric type.
15893.56
Maximum standard deviation of attributes of the numeric type.
34.72
Percentage of instances belonging to the least frequent class.
-4.72
First quartile of means among attributes of the numeric type.
0
Standard deviation of the number of distinct values among attributes of the nominal type.
Average entropy of the attributes.
25
Number of instances belonging to the least frequent class.
First quartile of mutual information between the nominal attributes and the target attribute.
3.77
Mean kurtosis among attributes of the numeric type.
1
Number of binary attributes.
-0.07
First quartile of skewness among attributes of the numeric type.
619.78
Mean of means among attributes of the numeric type.
96.47
First quartile of standard deviation of attributes of the numeric type.
0.89
Average class difference between consecutive instances.
Average mutual information between the nominal attributes and the target attribute.
Second quartile (Median) of entropy among attributes.
0.93
Entropy of the target attribute values.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
1.36
Second quartile (Median) of kurtosis among attributes of the numeric type.
99.03
Number of attributes divided by the number of instances.
2
Average number of distinct values among the attributes of the nominal type.
141.85
Second quartile (Median) of means among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
0.73
Mean skewness among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
65.28
Percentage of instances belonging to the most frequent class.
409.53
Mean standard deviation of attributes of the numeric type.
0.62
Second quartile (Median) of skewness among attributes of the numeric type.
47
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.

5 tasks

287 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: CLASS
164 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: CLASS
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: CLASS
0 runs - estimation_procedure: 50 times Clustering
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