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Journal of Advanced Transportation
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Journal of Advanced Transportation
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2020
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Article
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Tab 2
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Research Article
A Customized Deep Neural Network Approach to Investigate Travel Mode Choice with Interpretable Utility Information
Table 2
Experimental results.
Model
Accuracy on testing set
MNL
53.5%
NL
55.8%
FCN
57.8% (±0.33%)
RF
64.2% (±0.13%)
Customized DNN
69.5% (±0.56%)