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Table 1 Averages and standard deviations of the normalized sum-of-squares errors calculated based on the fitting results of 19,236 curves

From: Robust dose-response curve estimation applied to high content screening data analysis

Slide Number of curves Matlab Prism Ours (median) Ours (mean)
   μ σ μ σ μ σ μ σ
1 3885 0.920 0.134 0.777 0.213 0.855 0.210 0.777 0.217
2 3887 0.907 0.117 0.852 0.154 0.943 0.134 0.817 0.165
3 3865 0.916 0.112 0.844 0.161 0.922 0.155 0.820 0.170
4 3875 0.946 0.105 0.793 0.198 0.841 0.202 0.777 0.207
5 3724 0.908 0.144 0.722 0.234 0.820 0.246 0.755 0.239
Average 0.919 0.122 0.798 0.192 0.876 0.189 0.789 0.200
  1. Boldface numbers indicate the best errors.