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Table 1 Evaluation of analysis methods

From: A novel phenotypic dissimilarity method for image-based high-throughput screens

Method Replicate   Z’ factor   GO enrichment
  correlation siUBC siCLSPN  
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
  1. * mean ± standard deviation for three independent runs.