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ResearchFormerly WizWand

CTR Prediction on Avito (test)

0.8395AUCDSTN-I
0.7522440.7748970.797550.820203Jun 10, 2019Jun 11, 2019
Updated 8mo ago

Evaluation results

MethodLinks
DSTN-I2019.060.83950.0545
DSTN-S2019.060.83820.0546
DSTN-P2019.060.8310.0561
DeepMCPComponents=Pred+Match+Corr2019.060.79270.0552
DeepMPComponents=Pred+Match2019.060.79170.0553
DeepCPComponents=Pred+Corr2019.060.78440.0555
GRU2019.060.78350.0555
DeepFM2019.060.78190.0561
DeepFM2019.060.78190.0561
Wide&Deep2019.060.78170.056
PNN2019.060.78170.0563
Wide&Deep2019.060.78170.056
DNN2019.060.78160.0566
DNNComponents=Pred2019.060.78160.0566
FM2019.060.78020.0609
FM2019.060.78020.0609
CRF2019.060.77220.0599
LR2019.060.75560.0592
LR2019.060.75560.0592