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Journal of Big Data

Table 5 IARM's performance was examined using ablation tests

From: Click-through rate prediction model integrating user interest and multi-head attention mechanism

Data sets

Model

AUC

LOSS

Criteo

IARM

0.7545

0.4830

IARM-

0.7511

0.4822

Avazu

IARM

0.7652

0.3994

IARM-

0.7621

0.4086

Movielens

IARM

0.8386

0.3296

IARM-

0.8236

0.3422

  1. IARM is a full model, whereas IARM- is a residual network-free model
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