Data
Leukemia

Leukemia

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Leukemia with 4 classes (Leukemia-4, AML-4) 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)string4 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
X80199_atnumeric70 unique values
0 missing
X98833_rna1_atnumeric71 unique values
0 missing
Z48199_atnumeric70 unique values
0 missing
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0 missing
D78577_s_atnumeric69 unique values
0 missing
HG998-HT998_s_atnumeric69 unique values
0 missing
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0 missing
S76473_s_atnumeric54 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
M22898_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
U68494_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
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
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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
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M22919_rna2_atnumeric68 unique values
0 missing
M60527_atnumeric69 unique values
0 missing
M90656_atnumeric69 unique values
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U02310_atnumeric67 unique values
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X13444_atnumeric70 unique values
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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
4
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.
MinorityClassPercentage
5.56
Percentage of instances belonging to the least frequent class.
MinorityClassSize
4
Number of instances belonging to the least frequent class.
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.
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