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simulated_covertype

simulated_covertype

active ARFF CC BY 4.0 Visibility: public Uploaded 30-08-2023 by Shirley
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See [https://github.com/slds-lmu/paper_2023_ci_for_ge](https://github.com/slds-lmu/paper_2023_ci_for_ge) for a description.

11 features

Y (target)numeric2 unique values
0 missing
X1numeric2869 unique values
0 missing
X2numeric719 unique values
0 missing
X3numeric191 unique values
0 missing
X4numeric641 unique values
0 missing
X5numeric702 unique values
0 missing
X6numeric10251 unique values
0 missing
X7numeric569 unique values
0 missing
X8numeric428 unique values
0 missing
X9numeric702 unique values
0 missing
X10numeric9646 unique values
0 missing
Show all 11 features

19 properties

NumberOfInstances
5100000
Number of instances (rows) of the dataset.
NumberOfFeatures
11
Number of attributes (columns) of the dataset.
NumberOfClasses
0
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
11
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
AutoCorrelation
0.5
Average class difference between consecutive instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
Dimensionality
0
Number of attributes divided by the number of instances.
Show all 19 properties

1 tasks

Supervised Classification on simulated_covertype
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: Y
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