Evaluation of the Effectiveness of Multiple Machine Learning Methods in Remote Sensing Quantitative Retrieval of Suspended Matter Concentrations: A Case Study of Nansi Lake in North China
Table 1
GA_RF algorithm parameter configuration.
Attribute set
A detailed description
The encoding type
Real number coding
Genetic algorithm chromosome length value
2
Characteristics of the number: m
1 < m < 32
Number of decision trees: k
1 < k < 1000
Genetic algorithm population size
10
Genetic algorithm mutation rate
0.05
Number of iterations of genetic algorithm evolution
