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regression

Papers

Showing 33113320 of 9424 papers

TitleStatusHype
SymFormer: End-to-end symbolic regression using transformer-based architectureCode1
GSR: A Generalized Symbolic Regression Approach0
Correlation versus RMSE Loss Functions in Symbolic Regression Tasks0
Holistic Generalized Linear Models0
Fast Nonlinear Vector Quantile RegressionCode1
RankSim: Ranking Similarity Regularization for Deep Imbalanced RegressionCode1
Testing for Geometric Invariance and EquivarianceCode0
Precise Learning Curves and Higher-Order Scaling Limits for Dot Product Kernel Regression0
Towards Instance-Wise Calibration: Local Amortized Diagnostics and Reshaping of Conditional Densities (LADaR)Code0
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension0
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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