Research Article

Improved Correction of Atmospheric Pressure Data Obtained by Smartphones through Machine Learning

Table 4

Experimental environment and summary statistics.

Computer specificationsCPUIntel Xeon CPU E5-2620 @ 2.10 GHz
Memory8 GB

ProgramWEKAVersion 3.6.10

Running time (hh:mm:ss)Clustering5:24:35
LR0:09:13
MLP5:54:04
SMOreg8:28:54

DataTotal number of AWS points26
Total number of smartphone users279
Total number of regression models670
Number of samplesMean1,234.333/model
Standard deviation387.935
Number of modelsMean2.401/user
Standard deviation2.403
Number of usersMean12.077/point
Standard deviation13.683