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regression

Papers

Showing 31113120 of 9424 papers

TitleStatusHype
Causal Inference in Geosciences with Kernel Sensitivity Maps0
Causal Inference in Geoscience and Remote Sensing from Observational Data0
A Non-Intrusive Correction Algorithm for Classification Problems with Corrupted Data0
Adversarial Surrogate Losses for Ordinal Regression0
Causal Inference for Experiments with Latent Outcomes: Key Results and Their Implications for Design and Analysis0
Identifying causal effects with subjective ordinal outcomes0
Non-asymptotic model selection in block-diagonal mixture of polynomial experts models0
Causal Gradient Boosting: Boosted Instrumental Variable Regression0
Causal Feature Selection via Transfer Entropy0
A non-asymptotic distributional theory of approximate message passing for sparse and robust regression0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified