Data
simulated_electricity

simulated_electricity

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.

9 features

class (target)nominal2 unique values
0 missing
datenumeric1907 unique values
0 missing
daynumeric16 unique values
0 missing
periodnumeric102 unique values
0 missing
nswpricenumeric5926 unique values
0 missing
nswdemandnumeric8233 unique values
0 missing
vicpricenumeric4869 unique values
0 missing
vicdemandnumeric4341 unique values
0 missing
transfernumeric2272 unique values
0 missing
Show all 9 features

19 properties

NumberOfInstances
5100000
Number of instances (rows) of the dataset.
NumberOfFeatures
9
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
8
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
11.11
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
0.51
Average class difference between consecutive instances.
PercentageOfNumericFeatures
88.89
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
11.11
Percentage of nominal attributes.
MajorityClassPercentage
57.64
Percentage of instances belonging to the most frequent class.
MajorityClassSize
2939411
Number of instances belonging to the most frequent class.
MinorityClassPercentage
42.36
Percentage of instances belonging to the least frequent class.
MinorityClassSize
2160589
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
1
Number of binary attributes.
Show all 19 properties

2 tasks

Supervised Classification on simulated_electricity
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: class
Supervised Regression on simulated_electricity
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: class
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