Data
simulated_sgemm_gpu_kernel_performance

simulated_sgemm_gpu_kernel_performance

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

Run1 (target)numeric52208 unique values
0 missing
MWGnumeric5 unique values
0 missing
NWGnumeric6 unique values
0 missing
KWGnumeric5 unique values
0 missing
MDIMCnumeric7 unique values
0 missing
NDIMCnumeric7 unique values
0 missing
MDIMAnumeric7 unique values
0 missing
NDIMBnumeric7 unique values
0 missing
KWInumeric7 unique values
0 missing
VWMnumeric8 unique values
0 missing
VWNnumeric8 unique values
0 missing
STRMnumeric3 unique values
0 missing
STRNnumeric2 unique values
0 missing
SAnumeric2 unique values
0 missing
SBnumeric4 unique values
0 missing
Show all 15 features

19 properties

NumberOfInstances
5100000
Number of instances (rows) of the dataset.
NumberOfFeatures
15
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
15
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
-279.8
Average class difference between consecutive instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
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.
Show all 19 properties

2 tasks

Supervised Classification on simulated_sgemm_gpu_kernel_performance
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: Run1
Supervised Regression on simulated_sgemm_gpu_kernel_performance
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: Run1
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