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Table 5 Best performance achieved by classifiers (EER)

From: A systematic review on keystroke dynamics

Classifier

Users

EER (%)

Gunetti and Picardi [37]

205

13

SVM [19]

100

6.95

Nearest neighbor [30]

51

9.96

Hidden Markov Model [43]

20

3.6

Bleha (with equalization) [14]

47

6.2

Manhattan distance [31]

51

7.1

GMM [24]

41

4.4

Based on Gaussian distribution [20]

83

8.87

Statistical [8]

100

6.9