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Table 3 MDE for different sizes of training and estimation samples

From: A novel CSI-based fingerprinting for localization with a single AP

Scenario Sample size KNN (m) Bayes (m) SVM (m)
Laboratory 1K/200 0.64 1.21 0.6
500/100 0.79 1.53 0.7
200/50 1.02 2.31 0.76
50/50 1.53 6.54 1.45
Meeting room 1K/200 0.58 0.83 0.45
500/100 0.63 1.83 0.54
200/50 1.22 2.95 0.75
50/50 1.38 7.36 1.31
Corridor 1K/200 1.26 1.58 1.08
500/100 1.31 2.03 1.11
200/50 1.42 5.34 1.36
50/50 1.49 8.91 2.06