Data
simulated_covertype

simulated_covertype

active ARFF CC BY 4.0 Visibility: public Uploaded 13-11-2023 by Sebastian Fischer
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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)nominal2 unique values
0 missing
X1numeric2934 unique values
0 missing
X2numeric712 unique values
0 missing
X3numeric173 unique values
0 missing
X4numeric628 unique values
0 missing
X5numeric697 unique values
0 missing
X6numeric10277 unique values
0 missing
X7numeric556 unique values
0 missing
X8numeric439 unique values
0 missing
X9numeric712 unique values
0 missing
X10numeric9651 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
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
10
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
9.09
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
0.5
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
90.91
Percentage of numeric attributes.
MajorityClassPercentage
50.02
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
9.09
Percentage of nominal attributes.
MajorityClassSize
2550934
Number of instances belonging to the most frequent class.
MinorityClassPercentage
49.98
Percentage of instances belonging to the least frequent class.
MinorityClassSize
2549066
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
1
Number of binary attributes.
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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