Table 3 Input and predicted output parameters from ML system, the experimental results obtained using the predicted parameters and the error.
Sample input | Predicted output parameters | Experimental result | Error | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
M | IC | FCF | FCB | CM | CT | N | IC | FCF | FCB | FCF | FCB |
1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
1 | 0 | 85 | 85 | 1 | 1 | 1 | 0 | 88.6 | 84.9 | 3.6 | − 0.1 |
1 | 0 | 120 | 95 | 1 | 3 | 3 | 0 | 116.4 | 92.1 | − 3.6 | − 2.9 |
1 | 0 | 140 | 140 | 1 | 1 | 4 | 0 | 144.5 | 143.9 | 4.5 | 3.9 |
1 | 0 | 155 | 115 | 2 | 3 | 5 | 0 | 156.8 | 112.6 | 1.8 | − 2.4 |
