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simulated_physiochemical_protein

simulated_physiochemical_protein

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.

10 features

RMSD (target)numeric14606 unique values
0 missing
F1numeric240198 unique values
0 missing
F2numeric235033 unique values
0 missing
F3numeric21810 unique values
0 missing
F4numeric101774 unique values
0 missing
F5numeric425276 unique values
0 missing
F6numeric83370 unique values
0 missing
F7numeric209448 unique values
0 missing
F8numeric346 unique values
0 missing
F9numeric79352 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
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
10
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
AutoCorrelation
-5.77
Average class difference between consecutive instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MajorityClassPercentage
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 Regression on simulated_physiochemical_protein
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: RMSD
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