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. Author manuscript; available in PMC: 2017 Nov 21.
Published in final edited form as: Proc SPIE Int Soc Opt Eng. 2016 Mar 29;9788:97880K. doi: 10.1117/12.2216900

Table 1.

Results on the 50 synthetic models for different training time series lengths

Length of time series used for training AUC (mean ± std) Rand Index (mean ± std)
100 0.71 ± 0.041 0.75 ± 0.039
200 0.77 ± 0.051 0.76 ± 0.049
400 0.84 ± 0.046 0.82 ± 0.058
600 0.88 ± 0.045 0.85 ± 0.058
800 0.91 ± 0.038 0.86 ± 0.064
1000 0.92 ± 0.037 0.87 ± 0.063