Figure 2.

The sample regression curve of the network performance on validation data. The predicted volumes by the ML network were compared to the real volumes (blue circles, units of cm3). A linear line of best fit was also visualized (orange). For demonstration purposes, the best-performing network #3 was used for the error evaluation here.