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Synthetic Data Evaluation On Titanic

評価指標

AUC

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

		Paper Title
zGAN	0.8163	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
CopulaGAN	0.8076	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
CTGAN	0.7923	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
TVAE	0.7874	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
SynthPop	0.7861	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
Gaussian Copula	0.7846	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation
PrivBayes	0.534	zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation

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Synthetic Data Evaluation On Titanic | SOTA | HyperAI超神経