Data
3D_Estimation_using_RSSI_of_WLAN_dataset

3D_Estimation_using_RSSI_of_WLAN_dataset

active ARFF All rights are reserved to AI for Good aiforgood.itu.int Visibility: public Uploaded 18-01-2024 by Israel Campero Jurado
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3D Location Estimation using RSSI of WLAN dataset.The 3D Location Estimation Using RSSI of Wireless LAN challengeaims to develop an AI/ML-based localization algorithm that canaccurately estimate the position of a receiver based on RSS informationfrom surrounding radio transmitters including height information(enabling the estimation of the target's 3D location).

8 features

Receiver_Height (target)numeric3 unique values
0 missing
UnixTimenumeric5760 unique values
0 missing
Latitudenumeric36 unique values
0 missing
Longitudenumeric36 unique values
0 missing
SSIDnumeric4 unique values
0 missing
Frequencynumeric4 unique values
0 missing
Channelnumeric2 unique values
0 missing
RSSInumeric21 unique values
0 missing
Show all 8 features

19 properties

NumberOfInstances
5760
Number of instances (rows) of the dataset.
NumberOfFeatures
8
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
8
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
0.98
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
100
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.
Show all 19 properties

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