Skip to main content
. 2025 Jan 4;15:751. doi: 10.1038/s41598-024-85051-2

Table 3.

The best SVR, MLR, MLP, and DT models for predicting the weight of plum fruits in the 2019 dataset.

Model Specifications RMSE (gr) R 2
Train Test Train Test
MLR FW = 0.479 L + 0.644D -18.346 0.5033 0.5128 0.9320 0.9189
MLP Topology: 2-3-1 0.5520 0.4817 0.9201 0.9278
DT M5P Tree 0.5017 0.4883 0.9333 0.9264
SVR c = 0.1, PUK kernel 0.4850 0.4863 0.9369 0.9267