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UCI Dataset

Benchmarks

Task NameDataset NameSOTA ResultTrend
Log-likelihood EstimationUCI Dataset 7
Test Ratio (|Pa(i)| = 1)147
4
Structure LearningUCI Dataset 7
HC Ratio (|Pa(i)|=1)2.82
4
Log-likelihood EstimationUCI Dataset 6
Test Ratio (|Pa(i)| = 1)156
4
Structure LearningUCI Dataset 6
HC Ratio (|Pa(i)| = 1)3.84
4
Log-likelihood EstimationUCI Dataset 5
Test Ratio (|Pa(i)| = 1)147
4
Structure LearningUCI Dataset 5
HC Ratio (|Pa(i)| = 1)2.85
4
Log-likelihood EstimationUCI Dataset 4
Test Ratio (|Pa(i)| = 1)117
4
Structure LearningUCI Dataset 4
HC Ratio (|Pa(i)| = 1)4.47
4
Log-likelihood EstimationUCI Dataset 3
Count (|Pa(i)| = 1)126
4
Structure LearningUCI Dataset 3
HC Ratio (|Pa(i)| = 1)4.48
4
Log-likelihood EstimationUCI Dataset 2
Test Ratio (|Pa(i)| = 1)123
4
Structure LearningUCI Dataset 2
HC Ratio (|Pa(i)| = 1)3.89
4
Log-likelihood EstimationUCI Dataset 1
Test Ratio (|Pa(i)| = 1)123
4
Structure LearningUCI Dataset 1
HC Ratio (Parent Size = 1)3.87
4
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