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

Table 5. Model metrics of the final IC 50 ensemble model.

Metric Value
Normalized Root Mean Squared Error 0.1228
Root Mean Squared Log Error 0.1336
Normalized Mean Absolute Error 0.1097
Mean Absolute Percentage Error 24.27
Normalized Median Absolute Error 0.1097
Root Mean Squared Error 0.3398
Explained Variance -1.755
Normalized Root Mean Squared Log Error 0.1379
Median Absolute Error 0.3035
Mean Absolute Error 0.3035