Mobile Information Systems / 2018 / Article / Tab 3

Research Article

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 datasetResponse time (1 sample)

k-NN1.971.70E − 04
ANN267.2026.720.181.41E − 04
K103.098.17E − 02
FURIA158.715.80.032.05E − 05
DeepLearning4J755.5975.50.096.82E − 05
CEnsLoc140.0714.0072.352.08E − 04

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