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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