Table 1 Evaluation of analysis methods
From: A novel phenotypic dissimilarity method for image-based high-throughput screens
Method | Replicate |   Z’ factor |  | GO enrichment |
|---|---|---|---|---|
| Â | correlation | siUBC | siCLSPN | Â |
PCA | 0.74 | -0.74 | -1.31 | 88 |
Factor analysis | 0.39 | -1.87 | -0.12 | 92 |
KS statistic | 0.66 | 0.07 | 0.21 | 51 |
SVM weight vector | 0.07 | -84.94 | -3.49 | 101 |
SVM supervised | 0.75 | -0.29 | -1.34 | 83 |
PhenoDissim* | 0.75±0.001 | 0.56±0.01 | 0.40±0.01 | 131±18 |