OpenML
IEEE80211aa-GATS

IEEE80211aa-GATS

active ARFF Attribution-NonCommercial-ShareAlike Visibility: public Uploaded 17-02-2022 by Blas Gómez
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  • Computer Systems Machine Learning
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Data shows the downlink goodput for unicast and multicast transmissions with different group sizes and network loads on an IEEE 802.11ac network simulated on NS-3. Different IEEE 802.11aa GATS are used.

34 features

gd_downlink_multicast (target)numeric3415 unique values
0 missing
level_0numeric1 unique values
0 missing
multicast_stationsnumeric8 unique values
0 missing
unicast_stationsnumeric16 unique values
0 missing
indexnumeric1 unique values
0 missing
avg_datarate_downlinknumeric2790 unique values
0 missing
avg_datarate_uplinknumeric2481 unique values
0 missing
delay_downlink_multicastnumeric4046 unique values
0 missing
delay_downlink_unicastnumeric4046 unique values
0 missing
delay_uplinknumeric4044 unique values
0 missing
gd_downlink_unicastnumeric1448 unique values
0 missing
gd_uplinknumeric1047 unique values
0 missing
injected_multicastnumeric1 unique values
0 missing
injected_unicast_downnumeric16 unique values
0 missing
injected_unicast_upnumeric16 unique values
0 missing
multicast_modestring3 unique values
0 missing
occupancynumeric4046 unique values
0 missing
occupancy_downnumeric4046 unique values
0 missing
occupancy_upnumeric4045 unique values
0 missing
retriesnumeric1 unique values
0 missing
rtx_bytes_unicast_downlinknumeric4031 unique values
0 missing
rtx_bytes_unicast_uplinknumeric4043 unique values
0 missing
rtx_share_downlinknumeric4046 unique values
0 missing
rtx_share_uplinknumeric4046 unique values
0 missing
rx_bytes_downlink_multicastnumeric3794 unique values
0 missing
rx_bytes_downlink_unicastnumeric3375 unique values
0 missing
rx_bytes_uplinknumeric3313 unique values
0 missing
th_multicast_downlinknumeric1138 unique values
0 missing
th_unicast_downlinknumeric1929 unique values
0 missing
th_uplinknumeric403 unique values
0 missing
timenumeric3813 unique values
0 missing
tx_bytes_multicast_downlinknumeric1280 unique values
0 missing
tx_bytes_unicast_downlinknumeric3505 unique values
0 missing
tx_bytes_uplinknumeric3253 unique values
0 missing
Show all 34 features

19 properties

NumberOfInstances
4046
Number of instances (rows) of the dataset.
NumberOfFeatures
34
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
33
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
97.06
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
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.
AutoCorrelation
0.94
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

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