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Table 4 Percentage of correctly classified test set examples (lab set)

From: Indoor localization based on cellular telephony RSSI fingerprints containing very large numbers of carriers

TSVM Classifier

Current Top 7

N Strongest

All Nmax (= 534) carriers

Linear

w/PCA

40.6 (PC = 10)

60.4 (N = 260, PC = 10)

62.4

w/o PCA

32.7

87.1 (N = 350)

81.2

Gaussian

w/PCA

38.6 (PC = 10)

47.5 (N = 250, PC = 10)

48.5

w/o PCA

37.6

75.2 (N = 350)

-

K-NN

37.6 (K = 6)

55.5 (N = 450, K = 5)

55.4 (K = 5)