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Table 4 MAE of the prediction models for the port of Qingdao and Tokyo.

From: Forecasting worldwide empty container availability with machine learning techniques

 

Mean absolute error

Approach

Qingdao

Tokyo

Neural Network

0.0160

0.0499

Probabilistic Model

0.0460

0.0712

Benchmark Naive

0.0426

0.0680

Benchmark SES

0.0202

0.0752

Total container

12,729

1,843