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simulated_video_transcoding
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simulated_video_transcoding
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Visibility: public
Uploaded 10-11-2023 by
Sebastian Fischer
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study_440
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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)
numeric
10011 unique values
0 missing
duration
numeric
1014 unique values
0 missing
codec
nominal
4 unique values
0 missing
width
numeric
6 unique values
0 missing
height
numeric
7 unique values
0 missing
bitrate
numeric
1173 unique values
0 missing
framerate
numeric
279 unique values
0 missing
i
numeric
298 unique values
0 missing
p
numeric
1280 unique values
0 missing
b
numeric
17 unique values
0 missing
frames
numeric
1200 unique values
0 missing
i_size
numeric
1271 unique values
0 missing
p_size
numeric
1309 unique values
0 missing
size
numeric
1243 unique values
0 missing
o_codec
nominal
4 unique values
0 missing
o_bitrate
numeric
25 unique values
0 missing
o_framerate
numeric
31 unique values
0 missing
o_width
numeric
16 unique values
0 missing
o_height
numeric
17 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
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
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.
AutoCorrelation
-11.37
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
89.47
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
10.53
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.
Show all 19 properties
2 tasks
Supervised Classification on simulated_video_transcoding
0 runs
- estimation_procedure: 10-fold Crossvalidation - target_feature: utime
Supervised Regression on simulated_video_transcoding
0 runs
- estimation_procedure: 10-fold Crossvalidation - target_feature: utime
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