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. 2017 Sep 27;2:93. [Version 1] doi: 10.12688/wellcomeopenres.12280.1

Table 19. Pattern recognition test for changes over the three day period (C2).

C2 change over time test number
Classifier 1 2 3 4 5 6 7 8 9 10 Ave
Linear Bayes Normal
Classifier
71.6 64.2 59.3 74.1 72.8 69.1 64.2 76.5 72.8 66.7 69.1
K-Nearest Neighbour-1 82.7 77.8 70.4 85.2 77.8 82.7 90.1 85.2 82.7 87.7 82.2
Naive Bayes classifier 74.1 75.3 69.1 71.6 69.1 75.3 80.2 74.1 69.1 79.0 73.7
Parzen classifier 76.5 79.0 83.9 71.6 87.7 77.8 82.7 71.6 74.1 72.8 77.8
Fisher’s linear
Discriminant
74.1 76.5 65.4 71.6 69.1 72.8 71.6 72.8 71.6 60.5 70.6
Logistic linear
classifier
71.6 64.2 76.5 71.6 71.6 77.8 70.4 76.5 74.1 72.8 72.7
Support vector
machine
69.1 75.3 69.1 75.3 77.8 71.6 75.3 70.4 74.1 65.4 72.3