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. Author manuscript; available in PMC: 2013 Jun 15.
Published in final edited form as: Nanotechnology. 2012 Jun 15;23(23):235101. doi: 10.1088/0957-4484/23/23/235101

Table 5.

Cumulative accuracies for three data sets obtained in three different experimental conditions. Only one set of Support Vectors was used for all three data sets.

Cumulative Accuracy (%) SVM Setting Parameters Used
79.6 Unsealed ClusterOnTime(%) clusterfreq1 clusterfreq6
78.9 Unsealed ClusterOnTime(%) freq2 freq3 freq4 clusterfreq2 clusterfreq5 clusterfreq6 clusterfreq7 clusterfreq9 wavelet5
78.4 Unsealed clusterfreq1 clusterfreq3 clusterfreq4 clusterfreq8 clusterfreq9 wavelet8
77.9 Unsealed Spike Amplitude (pA) NumPeakslnCluster freq2 freq3 freq5 clusterfreq1 clusterfreq5 elusterfreq8 elusterfreq9 wavelet4 wavelet5
76.9 Unsealed clusterfreq1 clusterfreq2 clusterfreq8 clusterfreq9
76.5 Unsealed clusterfreq2 clusterfreq7
76.4 Unsealed Spike Amplitude (pA) NumPeakslnCluster freq1 freq3 clusterfreq2 clusterfreq3 clusterfreq4 clusterfreq9 wavelet4 wavelet5