Data
SRBCT

SRBCT

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Round blue cell tumors (SRBCT) dataset Authors: J. Khan, J. Wei, M. Ringner, L. Saal, M. Ladanyi, F. Westermann, F. Berthold, M. Schwab, C. Antonescu, C. Peterson, et al Please cite: ([URL](https://www.nature.com/articles/nm0601_673)): J. Khan, J. Wei, M. Ringner, L. Saal, M. Ladanyi, F. Westermann, F. Berthold, M. Schwab, C. Antonescu, C. Peterson, et al, Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks, Nat. Med. 7 (6) (2001) 673-679.

2309 features

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gene838numeric83 unique values
0 missing
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0 missing
gene1350numeric82 unique values
0 missing
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0 missing
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0 missing
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gene71numeric82 unique values
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0 missing
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0 missing
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0 missing
gene2119numeric83 unique values
0 missing
gene72numeric83 unique values
0 missing
gene328numeric82 unique values
0 missing
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0 missing
gene840numeric83 unique values
0 missing
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0 missing
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0 missing
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gene73numeric83 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
gene78numeric83 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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gene79numeric83 unique values
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gene335numeric83 unique values
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0 missing
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gene81numeric82 unique values
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gene337numeric83 unique values
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0 missing
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0 missing
gene82numeric83 unique values
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gene338numeric82 unique values
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gene594numeric83 unique values
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gene850numeric83 unique values
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gene83numeric83 unique values
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gene339numeric82 unique values
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gene595numeric83 unique values
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gene851numeric83 unique values
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gene1619numeric80 unique values
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gene84numeric83 unique values
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gene340numeric82 unique values
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gene596numeric83 unique values
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gene852numeric83 unique values
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gene341numeric83 unique values
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gene597numeric83 unique values
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0 missing
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gene89numeric82 unique values
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gene601numeric83 unique values
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gene857numeric81 unique values
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gene90numeric82 unique values
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gene603numeric82 unique values
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gene92numeric83 unique values
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gene348numeric83 unique values
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gene604numeric83 unique values
0 missing
gene860numeric83 unique values
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0 missing
gene1628numeric83 unique values
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0 missing
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0 missing
gene93numeric83 unique values
0 missing
gene349numeric83 unique values
0 missing
gene605numeric83 unique values
0 missing
gene861numeric83 unique values
0 missing
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0 missing
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0 missing
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0 missing
gene94numeric83 unique values
0 missing
gene350numeric83 unique values
0 missing
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0 missing
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0 missing
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0 missing
gene1630numeric82 unique values
0 missing
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0 missing
gene2142numeric83 unique values
0 missing
gene95numeric82 unique values
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gene351numeric82 unique values
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gene607numeric82 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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gene608numeric80 unique values
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gene100numeric83 unique values
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gene102numeric83 unique values
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gene870numeric83 unique values
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gene871numeric83 unique values
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gene104numeric83 unique values
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gene360numeric83 unique values
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gene872numeric83 unique values
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gene361numeric83 unique values
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gene617numeric83 unique values
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gene873numeric83 unique values
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gene1385numeric83 unique values
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gene1641numeric83 unique values
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gene106numeric83 unique values
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gene362numeric83 unique values
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gene618numeric82 unique values
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gene874numeric83 unique values
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gene1642numeric83 unique values
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gene107numeric83 unique values
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gene363numeric83 unique values
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gene875numeric83 unique values
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gene108numeric83 unique values
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gene364numeric83 unique values
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gene620numeric81 unique values
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gene876numeric80 unique values
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gene1900numeric83 unique values
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gene109numeric82 unique values
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gene365numeric83 unique values
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gene877numeric82 unique values
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gene1389numeric83 unique values
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gene110numeric83 unique values
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gene366numeric82 unique values
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gene622numeric82 unique values
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gene878numeric83 unique values
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gene1646numeric83 unique values
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gene111numeric83 unique values
0 missing
gene367numeric82 unique values
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gene623numeric83 unique values
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gene879numeric82 unique values
0 missing
gene1135numeric82 unique values
0 missing
Show first 100 features

19 properties

NumberOfInstances
83
Number of instances (rows) of the dataset.
NumberOfFeatures
2309
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
2308
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
MinorityClassPercentage
13.25
Percentage of instances belonging to the least frequent class.
MinorityClassSize
11
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
27.82
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
99.96
Percentage of numeric attributes.
MajorityClassPercentage
34.94
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
29
Number of instances belonging to the most frequent class.
Show all 19 properties

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