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simulated_adult

simulated_adult

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.

15 features

class (target)nominal2 unique values
0 missing
agenumeric76 unique values
0 missing
workclassnominal7 unique values
2 missing
fnlwgtnumeric34775 unique values
0 missing
educationnominal16 unique values
29 missing
education-numnumeric19 unique values
0 missing
marital-statusnominal7 unique values
4 missing
occupationnominal14 unique values
23 missing
relationshipnominal6 unique values
6 missing
racenominal5 unique values
0 missing
sexnominal2 unique values
0 missing
capital-gainnumeric121 unique values
0 missing
capital-lossnumeric91 unique values
0 missing
hours-per-weeknumeric91 unique values
0 missing
native-countrynominal41 unique values
4 missing
Show all 15 features

19 properties

NumberOfInstances
5100000
Number of instances (rows) of the dataset.
NumberOfFeatures
15
Number of attributes (columns) of the dataset.
NumberOfClasses
2
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
68
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
68
Number of instances with at least one value missing.
NumberOfNumericFeatures
6
Number of numeric attributes.
NumberOfSymbolicFeatures
9
Number of nominal attributes.
PercentageOfSymbolicFeatures
60
Percentage of nominal attributes.
AutoCorrelation
0.63
Average class difference between consecutive instances.
PercentageOfNumericFeatures
40
Percentage of numeric attributes.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfBinaryFeatures
13.33
Percentage of binary attributes.
NumberOfBinaryFeatures
2
Number of binary attributes.
MinorityClassSize
1267954
Number of instances belonging to the least frequent class.
MinorityClassPercentage
24.86
Percentage of instances belonging to the least frequent class.
MajorityClassSize
3832046
Number of instances belonging to the most frequent class.
MajorityClassPercentage
75.14
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_adult
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: class
Define a new task

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