From: Improving the estimation of alpine grassland fractional vegetation cover using optimized algorithms and multi-dimensional features
R2
RMSE (%)
Training time
Estimation time
MLR
0.833
11.8
140.58Â s
163.76Â s
BPNNs
0.852
10.5
128.48Â s
143.45Â s
SVR
0.870
9.8
168.84Â s
182.82Â s
RF
0.917
7.9
87.51Â s
99.35Â s