Journal of Shipping and Trade

Table 3 MAE and MSE over the evaluation period.

From: Forecasting worldwide empty container availability with machine learning techniques

	Mean absolute error		Mean squared error
Approach	Twenty-foot	Forty-foot	Twenty-foot	Forty-foot
Neural Network	0.0753	0.0711	0.0093	0.0086
Probabilistic Model	0.1048	0.0870	0.0170	0.0122
Benchmark Naive	0.1086	0.0925	0.0194	0.0147
Benchmark SES	0.1018	0.0864	0.0176	0.0131

Back to article page