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. 2017 Dec 6;2:93. Originally published 2017 Sep 27. [Version 2] doi: 10.12688/wellcomeopenres.12280.2

Table 17. Pattern recognition test of three day participants for individuality.

C1 versus C2 test number
Classifier 1 2 3 4 5 6 7 8 9 10 Ave
Linear Bayes Normal
Classifier
91.8 90.0 90.0 95.4 89.1 91.2 93.6 94.5 90.9 90.9 91.7
K-Nearest Neighbour-1 96.4 90.9 98.2 92.7 96.4 96.4 92.7 87.3 98.2 98.2 94.7
Naive Bayes classifier 83.6 80.1 87.3 90.9 89.1 85.4 85.4 88.2 90.1 81.2 86.1
Parzen classifier 90.1 92.7 92.7 96.4 96.4 100 92.7 92.7 94.5 98.2 94.6
Fisher’s linear
Discriminant
92.7 88.2 90.0 95.4 88.2 93.6 93.6 90.0 88.2 91.2 91.1
Logistic linear
classifier
90.0 89.1 93.6 91.8 90.0 92.7 90.0 91.8 88.2 88.2 90.5
Support vector
machine
92.7 94.5 91.8 91.8 86.4 90.0 90.9 92.7 90.9 94.5 91.6