Data
bates_regr_20

bates_regr_20

active ARFF CC BY 4.0 Visibility: public Uploaded 30-08-2023 by Sebastian Fischer
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  • Chemistry Life Science study_440 study_441
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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.

21 features

y (target)numeric5100000 unique values
0 missing
x1numeric5100000 unique values
0 missing
x2numeric5100000 unique values
0 missing
x3numeric5100000 unique values
0 missing
x4numeric5100000 unique values
0 missing
x5numeric5100000 unique values
0 missing
x6numeric5100000 unique values
0 missing
x7numeric5100000 unique values
0 missing
x8numeric5100000 unique values
0 missing
x9numeric5100000 unique values
0 missing
x10numeric5100000 unique values
0 missing
x11numeric5100000 unique values
0 missing
x12numeric5100000 unique values
0 missing
x13numeric5100000 unique values
0 missing
x14numeric5100000 unique values
0 missing
x15numeric5100000 unique values
0 missing
x16numeric5100000 unique values
0 missing
x17numeric5100000 unique values
0 missing
x18numeric5100000 unique values
0 missing
x19numeric5100000 unique values
0 missing
x20numeric5100000 unique values
0 missing
Show all 21 features

19 properties

NumberOfInstances
5100000
Number of instances (rows) of the dataset.
NumberOfFeatures
21
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
21
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
-1.76
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Show all 19 properties

2 tasks

Supervised Classification on bates_regr_20
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: y
Supervised Regression on bates_regr_20
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: y
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