CEnsLoc: Infrastructure-Less Indoor Localization Methodology Using GMM Clustering-Based Classification Ensembles

Table 3

Tenfold cross-validated performance comparison of CEnsLoc in terms of training and response time (seconds).

Time (sec)	Training time (10-fold)	Avg. training time (1-fold)	Response time dataset	Response time (1 sample)
k-NN	—	—	1.97	1.70E − 04
ANN	267.20	26.72	0.18	1.41E − 04
K	—	—	103.09	8.17E − 02
FURIA	158.7	15.8	0.03	2.05E − 05
DeepLearning4J	755.59	75.5	0.09	6.82E − 05
CEnsLoc	140.07	14.007	2.35	2.08E − 04