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 | |