Data-Driven Method for Predicting Soil Pressure of Foot Blades within a Large Underwater Caisson

Table 4

Multiparameter model evaluation results.

	Validation set				Test set				Integrated evaluation index value	Ranking
Model
BP	0.2479	0.2669	0.7139	0.3064	0.5492	0.6383	1.0000	0.5169	4.2395	2
LSTM	0.0000	0.0000	0.0000	0.0000	0.0701	0.0000	0.0000	0.0000	0.0701	4
Linear regression	0.3922	0.3462	0.9116	0.5904	0.0000	0.4604	0.9976	0.3669	4.0653	3
Improved CART	1.0000	1.0000	1.0000	1.0000	1.0000	1.0000	1.0000	1.0000	8.0000	1