OpenML
IEEE80211aa-GATS

IEEE80211aa-GATS

active ARFF Attribution-NonCommercial-ShareAlike Visibility: public Uploaded 23-02-2022 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)numeric2266 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_downlinknumeric2223 unique values
0 missing
avg_datarate_uplinknumeric2154 unique values
0 missing
delay_downlink_multicastnumeric2824 unique values
0 missing
delay_downlink_unicastnumeric2824 unique values
0 missing
delay_uplinknumeric2821 unique values
0 missing
gd_downlink_unicastnumeric1435 unique values
0 missing
gd_uplinknumeric1082 unique values
0 missing
injected_multicastnumeric1 unique values
0 missing
injected_unicast_downnumeric17 unique values
0 missing
injected_unicast_upnumeric17 unique values
0 missing
multicast_modestring3 unique values
0 missing
occupancynumeric2824 unique values
0 missing
occupancy_downnumeric2824 unique values
0 missing
occupancy_upnumeric2823 unique values
0 missing
retriesnumeric1 unique values
0 missing
rtx_bytes_unicast_downlinknumeric2813 unique values
0 missing
rtx_bytes_unicast_uplinknumeric2818 unique values
0 missing
rtx_share_downlinknumeric2392 unique values
432 missing
rtx_share_uplinknumeric2819 unique values
0 missing
rx_bytes_downlink_multicastnumeric2598 unique values
0 missing
rx_bytes_downlink_unicastnumeric2440 unique values
0 missing
rx_bytes_uplinknumeric2396 unique values
0 missing
th_multicast_downlinknumeric1075 unique values
0 missing
th_unicast_downlinknumeric1692 unique values
0 missing
th_uplinknumeric711 unique values
0 missing
timenumeric2735 unique values
0 missing
tx_bytes_multicast_downlinknumeric1236 unique values
0 missing
tx_bytes_unicast_downlinknumeric2510 unique values
0 missing
tx_bytes_uplinknumeric2372 unique values
0 missing
Show all 34 features

19 properties

NumberOfInstances
2824
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
432
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
432
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
15.3
Percentage of instances having missing values.
AutoCorrelation
0.91
Average class difference between consecutive instances.
PercentageOfMissingValues
0.45
Percentage of missing values.
Show all 19 properties

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