Data
simulated_video_transcoding

simulated_video_transcoding

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.

19 features

utime (target)numeric10011 unique values
0 missing
durationnumeric1014 unique values
0 missing
codecnominal4 unique values
0 missing
widthnumeric6 unique values
0 missing
heightnumeric7 unique values
0 missing
bitratenumeric1173 unique values
0 missing
frameratenumeric279 unique values
0 missing
inumeric298 unique values
0 missing
pnumeric1280 unique values
0 missing
bnumeric17 unique values
0 missing
framesnumeric1200 unique values
0 missing
i_sizenumeric1271 unique values
0 missing
p_sizenumeric1309 unique values
0 missing
sizenumeric1243 unique values
0 missing
o_codecnominal4 unique values
3 missing
o_bitratenumeric25 unique values
0 missing
o_frameratenumeric31 unique values
0 missing
o_widthnumeric16 unique values
0 missing
o_heightnumeric17 unique values
0 missing
Show all 19 features

19 properties

NumberOfInstances
5100000
Number of instances (rows) of the dataset.
NumberOfFeatures
19
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
3
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
3
Number of instances with at least one value missing.
NumberOfNumericFeatures
17
Number of numeric attributes.
NumberOfSymbolicFeatures
2
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
-11.37
Average class difference between consecutive instances.
PercentageOfNumericFeatures
89.47
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
10.53
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

1 tasks

Supervised Regression on simulated_video_transcoding
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: utime
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