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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gene582numeric83 unique values
0 missing
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0 missing
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0 missing
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gene83numeric83 unique values
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gene92numeric83 unique values
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gene93numeric83 unique values
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gene605numeric83 unique values
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gene94numeric83 unique values
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gene95numeric82 unique values
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gene1900numeric83 unique values
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gene111numeric83 unique values
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gene367numeric82 unique values
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gene879numeric82 unique values
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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.
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
99.96
Percentage of numeric attributes.
Dimensionality
27.82
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
34.94
Percentage of instances belonging to the most frequent class.
MajorityClassSize
29
Number of instances belonging to the most frequent class.
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.
Show all 19 properties

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