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SMK

SMK

active ARFF Publicly available Visibility: public Uploaded 17-02-2023 by Pablo Torrijos Arenas
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SMK (SMK-CAN-187) dataset Authors: A. Spira, J. Beane, V. Shah, K. Steiling, G. Liu, F. Schembri, S. Gilman, Y. Dumas, P. Calner, P. Sebastiani, et al Please cite: ([URL](https://www.nature.com/articles/nm1556)): A. Spira, J. Beane, V. Shah, K. Steiling, G. Liu, F. Schembri, S. Gilman, Y. Dumas, P. Calner, P. Sebastiani, et al, Airway epithelial gene expression in the diagnostic evaluation of smokers with suspect lung cancer, Nat. Med. 13 (3) (2007) 361-366.

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Show first 100 features

19 properties

NumberOfInstances
187
Number of instances (rows) of the dataset.
NumberOfFeatures
19994
Number of attributes (columns) of the dataset.
NumberOfClasses
2
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
19993
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
99.99
Percentage of numeric attributes.
Dimensionality
106.92
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
51.87
Percentage of instances belonging to the most frequent class.
MajorityClassSize
97
Number of instances belonging to the most frequent class.
MinorityClassPercentage
48.13
Percentage of instances belonging to the least frequent class.
MinorityClassSize
90
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

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