OpenML
IEEE80211aa-GATS

IEEE80211aa-GATS

active ARFF Attribution-NonCommercial-ShareAlike Visibility: public Uploaded 22-02-2022 by Blas Gómez
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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)numeric3175 unique values
0 missing
level_0numeric1 unique values
0 missing
multicast_stationsnumeric8 unique values
0 missing
unicast_stationsnumeric16 unique values
0 missing
indexnumeric9 unique values
0 missing
avg_datarate_downlinknumeric2656 unique values
0 missing
avg_datarate_uplinknumeric2376 unique values
0 missing
delay_downlink_multicastnumeric3782 unique values
0 missing
delay_downlink_unicastnumeric3782 unique values
0 missing
delay_uplinknumeric3781 unique values
0 missing
gd_downlink_unicastnumeric1356 unique values
0 missing
gd_uplinknumeric951 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
occupancynumeric3782 unique values
0 missing
occupancy_downnumeric3782 unique values
0 missing
occupancy_upnumeric3781 unique values
0 missing
retriesnumeric1 unique values
0 missing
rtx_bytes_unicast_downlinknumeric3768 unique values
0 missing
rtx_bytes_unicast_uplinknumeric3780 unique values
0 missing
rtx_share_downlinknumeric3782 unique values
0 missing
rtx_share_uplinknumeric3782 unique values
0 missing
rx_bytes_downlink_multicastnumeric3543 unique values
0 missing
rx_bytes_downlink_unicastnumeric3165 unique values
0 missing
rx_bytes_uplinknumeric3105 unique values
0 missing
th_multicast_downlinknumeric1071 unique values
0 missing
th_unicast_downlinknumeric1818 unique values
0 missing
th_uplinknumeric360 unique values
0 missing
timenumeric3569 unique values
0 missing
tx_bytes_multicast_downlinknumeric1212 unique values
0 missing
tx_bytes_unicast_downlinknumeric3288 unique values
0 missing
tx_bytes_uplinknumeric3056 unique values
0 missing
Show all 34 features

19 properties

NumberOfInstances
3782
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
0.95
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

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