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Housing dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Housing

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Bayesian A-optimal Design

Housing

54.64Objective Value

6

Heteroskedastic Regression

Housing (test)

0.76Lambda^-0.5 MSE

5

Joint Partial Dependence Plot (Joint-PDP) Calculation

housing

0.12Running Time (s)

4

Decision Tree Evaluation

housing

1,230Overall Latency (s)

4

housing (test)

44.202Median MSE

4

Any-Order Partial Dependence Interaction Values (PDIVs) Calculation

housing

6.35Running Time (s)

2

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