Data
simulated_adult

simulated_adult

active ARFF CC BY 4.0 Visibility: public Uploaded 10-11-2023 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.

15 features

class (target)nominal2 unique values
0 missing
agenumeric76 unique values
0 missing
workclassnominal7 unique values
0 missing
fnlwgtnumeric34776 unique values
0 missing
educationnominal16 unique values
0 missing
education-numnumeric19 unique values
0 missing
marital-statusnominal7 unique values
0 missing
occupationnominal14 unique values
0 missing
relationshipnominal6 unique values
0 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
0 missing

19 properties

5100000
Number of instances (rows) of the dataset.
15
Number of attributes (columns) of the dataset.
2
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
6
Number of numeric attributes.
9
Number of nominal attributes.
13.33
Percentage of binary attributes.
0
Percentage of instances having missing values.
0.63
Average class difference between consecutive instances.
0
Percentage of missing values.
0
Number of attributes divided by the number of instances.
40
Percentage of numeric attributes.
75.14
Percentage of instances belonging to the most frequent class.
60
Percentage of nominal attributes.
3832034
Number of instances belonging to the most frequent class.
24.86
Percentage of instances belonging to the least frequent class.
1267966
Number of instances belonging to the least frequent class.
2
Number of binary attributes.

1 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: class
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