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. 2020 Jun 25;9:62. Originally published 2020 Jan 29. [Version 5] doi: 10.12688/f1000research.21539.5

Table 4. Model search parameter setting for the IC 50 model search.

Parameter Value
Task Regression
Number of Iterations 500
Iteration Timeout (minutes) 20
Max Cores per Iteration 7
Primary Metric Normalized Root Mean
Squared Error
Preprocess Data? True
k-Fold Cross-Validations 20 folds