Data
simulated_diamonds

simulated_diamonds

active ARFF CC BY 4.0 Visibility: public Uploaded 30-08-2023 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.

10 features

price (target)numeric10694 unique values
0 missing
caratnumeric299 unique values
0 missing
cutnominal5 unique values
0 missing
colornominal7 unique values
21 missing
claritynominal8 unique values
13 missing
depthnumeric221 unique values
0 missing
tablenumeric131 unique values
0 missing
xnumeric585 unique values
0 missing
ynumeric582 unique values
0 missing
znumeric395 unique values
0 missing
Show all 10 features

19 properties

NumberOfInstances
5100000
Number of instances (rows) of the dataset.
NumberOfFeatures
10
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
34
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
34
Number of instances with at least one value missing.
NumberOfNumericFeatures
7
Number of numeric attributes.
NumberOfSymbolicFeatures
3
Number of nominal attributes.
AutoCorrelation
-4017.4
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
70
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
30
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
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.
Show all 19 properties

1 tasks

Supervised Regression on simulated_diamonds
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: price
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