Table 7 Dividing and rotating datasets for RCS prediction model networks.
From: Compressive strength of nano concrete materials under elevated temperatures using machine learning
Neural network IDs | Training (105 Samples) | Validation (22 Samples) | Testing (22 Samples) |
|---|---|---|---|
Net0 | 1-105 | 106–127 | 128–149 |
Net1 | 130–149,21–40,61–90,1–20,41–55 | 56–60,91–107 | 108–129 |
Net2 | 1–20,41–60,130–149,21–40,91–115 | 116–129,61–68 | 69–90 |
Net3 | 41–60,130–149,21–40,61–66 | 67–88 | 89–90,1–20 |
Net4 | 21–40,61–90,1–20,41–60,91–105 | 106–127 | 128–130,130–149 |
