Data
Leukemia-3

Leukemia-3

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  • Life Science Medicine microarray
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Leukemia with 3 classes (Leukemia-3, AML-3) dataset Authors: Golub, D. Slonim, P. Tamayo, C. Huard, M. Gaasenbeek, J. Mesirov, H. Coller, M. Loh, J. Downing, M. Caligiuri, et al Please cite: ([URL](https://www.science.org/doi/full/10.1126/science.286.5439.531)): Golub, D. Slonim, P. Tamayo, C. Huard, M. Gaasenbeek, J. Mesirov, H. Coller, M. Loh, J. Downing, M. Caligiuri, et al, Molecular classification of cancer: class discovery and class prediction by gene expression monitoring, Science 286 (5439) (1999) 531-53

7130 features

CLASS (target)string3 unique values
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Z37166_atnumeric70 unique values
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U22680_atnumeric60 unique values
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0 missing
D21063_atnumeric70 unique values
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M87860_atnumeric68 unique values
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0 missing
X55037_s_atnumeric68 unique values
0 missing
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0 missing
D21090_atnumeric62 unique values
0 missing
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HG1078-HT1078_atnumeric71 unique values
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M59964_atnumeric65 unique values
0 missing
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0 missing
U67963_atnumeric71 unique values
0 missing
U83843_atnumeric69 unique values
0 missing
X12451_atnumeric70 unique values
0 missing
X62320_atnumeric70 unique values
0 missing
X79510_atnumeric65 unique values
0 missing
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Z38026_atnumeric65 unique values
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U25771_atnumeric63 unique values
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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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L13197_atnumeric66 unique values
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0 missing
M59979_atnumeric67 unique values
0 missing
M88279_atnumeric72 unique values
0 missing
U01160_atnumeric66 unique values
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U17077_atnumeric66 unique values
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X12458_rna1_atnumeric67 unique values
0 missing
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0 missing
X79568_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
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M13690_s_atnumeric70 unique values
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0 missing
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AFFX-PheX-M_atnumeric60 unique values
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0 missing
J00287_atnumeric69 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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HG1148-HT1148_atnumeric62 unique values
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L13391_atnumeric68 unique values
0 missing
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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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U51903_atnumeric68 unique values
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0 missing
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0 missing
X12794_atnumeric68 unique values
0 missing
X63097_atnumeric62 unique values
0 missing
X79981_atnumeric69 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
U31929_s_atnumeric68 unique values
0 missing
X89101_s_atnumeric68 unique values
0 missing
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0 missing
AFFX-ThrX-M_atnumeric58 unique values
0 missing
D21337_atnumeric64 unique values
0 missing
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0 missing
HG1153-HT1153_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
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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
HG945-HT945_s_atnumeric59 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
AFFX-ThrX-3_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
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0 missing
M22632_atnumeric68 unique values
0 missing
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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
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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
HG1205-HT1205_atnumeric69 unique values
0 missing
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0 missing
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0 missing
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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
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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
U33052_s_atnumeric70 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
X13293_atnumeric72 unique values
0 missing
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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
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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
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0 missing
U52112_rna1_atnumeric70 unique values
0 missing
U68536_atnumeric68 unique values
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U85707_atnumeric59 unique values
0 missing
X13444_atnumeric70 unique values
0 missing
X63454_atnumeric64 unique values
0 missing
X80230_atnumeric71 unique values
0 missing
Show first 100 features

19 properties

NumberOfInstances
72
Number of instances (rows) of the dataset.
NumberOfFeatures
7130
Number of attributes (columns) of the dataset.
NumberOfClasses
3
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
7129
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
1
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
99.03
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
99.99
Percentage of numeric attributes.
MajorityClassPercentage
52.78
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
38
Number of instances belonging to the most frequent class.
MinorityClassPercentage
12.5
Percentage of instances belonging to the least frequent class.
MinorityClassSize
9
Number of instances belonging to the least frequent class.
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