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Experimental setup for comparison with baseline #4

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Flyingkeyboard699 opened this issue May 5, 2022 · 2 comments
Open

Experimental setup for comparison with baseline #4

Flyingkeyboard699 opened this issue May 5, 2022 · 2 comments

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@Flyingkeyboard699
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This is an interesting work. When I realized the baseline of Frappe data set, I found that the evaluation metrics were better than those reported in this paper. I want to know whether your baseline hyperparameter setting is consistent with the model proposed in this paper or whether grid search is the best.

@ethanmock
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Hi,

We use the DeepCTR package (https://deepctr-doc.readthedocs.io/en/latest/index.html) to run the baseline models. The MLP structure and other settings are consistent with our model for a fair comparison.

@Flyingkeyboard699
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Hi,ethanmock.
Thanks for the reply. I found that the learning rate and regularization rate have a great impact on the final result. I want to know whether the two hyper-parameters settings of the baseline model refer to DeepCTR package or are consistent with those of your model.

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