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Calibration of DeepCTR

Open mjuarezm opened this issue 5 years ago • 0 comments

Describe the question(问题描述) I would like to know how to calibrate DeepCTR (in particular, DeepFM).

Additional context

The efficiency of an ads auction depends on the accuracy and calibration of click prediction.

From [1].

When I plot a Calibration curve for the results of DeepFM on the ipinyou dataset, it shows it's not well calibrated.

mjuarezm avatar Oct 07 '20 19:10 mjuarezm