Table 6.
Statistics and information on artificial neural network models for number of shoots, SL, STN, Chl, and quality index of OHF and pyrodwarf rootstock during in vitro proliferation (training vs. testing values).
Rootstock | Statistics1 | Number of shoots | SL | STN | Chl | Vitri | |||||
---|---|---|---|---|---|---|---|---|---|---|---|
OHF | Training | Testing | Training | Testing | Training | Testing | Training | Testing | Training | Testing | |
R2 | 0.95 | 0.94 | 0.83 | 0.85 | 0.94 | 0.97 | 0.93 | 0.94 | 0.96 | 0.97 | |
RMSE | 0.32 | 0.29 | 0.43 | 0.42 | 4.54 | 3.08 | 1.75 | 1.63 | 1.05 | 0.99 | |
MBE | –0.0009 | –0.025 | –0.0002 | 0.007 | 0.0003 | –0.075 | 0.00002 | –0.182 | –0.0002 | –0.067 | |
PYRODWARF | |||||||||||
R2 | 0.97 | 0.95 | 0.87 | 0.85 | 0.96 | 0.96 | 0.91 | 0.92 | 0.96 | 0.96 | |
RMSE | 0.51 | 0.67 | 0.32 | 0.34 | 1.82 | 1.72 | 1.39 | 1.48 | 1.46 | 1.50 | |
MBE | 0.00007 | –0.05 | 0.0004 | 0.006 | 0.0002 | –0.203 | –0.0003 | 0.11 | –0.0002 | 0.27 |