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Table 1 Overall agreement (Spearman’s correlation and MSE) and the accuracy of the overlap (for the top 5%, 10%, 25%, and 50% predicted scores), as calculated separately for the positive and negative channels. Overall, agreement is high, especially for the top up-regulation and down-regulation events

From: Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient

  Correlation MSE Top 5% (ACC) Top 10% (ACC) Top 25% (ACC) Top 50% (ACC)
Positive Channel 0.7173 0.2022 0.9279 0.8857 0.8574 0.8427
Negative Channel 0.5502 0.2176 0.9450 0.8946 0.7578 0.7053