inst/inprogress/iBeacon/README.md

Data

The graphs in this directory are of iBeacon RSSI readings data taken from the UCI machine learning repository. The data contains location and the reading of 13 iBeacons used to triangulate position. There are 6611 rows and 15 columns.

Interpretation

The iBeacon dataset has a somewhat large number of factors for its classification due to the factors representing a space on a two dimensional grid. This translates into there being nearly 400 different factors. Viewing results with this many factors might be somewhat difficult. This dataset is being saved for a further date to see if using addRowNums can allow us to glean information from a dataset with a large number of factors.

Graphs

prVis graphs

prVis without labels

prVis with labels

umap graphs

umap without labels

umap with labels

Citation

Mehdi Mohammadi and Ala Al-Fuqaha, {mehdi.mohammadi, ala-alfuqaha}@wmich.edu Department of Computer Science Western Michigan University



matloff/prVis documentation built on Dec. 3, 2019, 9:27 a.m.