SOTAVerified

regression

Papers

Showing 36013625 of 9424 papers

TitleStatusHype
Memorize to Generalize: on the Necessity of Interpolation in High Dimensional Linear Regression0
Trying to Outrun Causality with Machine Learning: Limitations of Model Explainability Techniques for Identifying Predictive VariablesCode0
Multi-Modal Recurrent Fusion for Indoor Localization0
Differentially Private Regression with Unbounded Covariates0
A new LDA formulation with covariates0
Synthetic Control As Online Linear Regression0
Ensemble Conformalized Quantile Regression for Probabilistic Time Series ForecastingCode1
Modeling High-Dimensional Data with Unknown Cut Points: A Fusion Penalized Logistic Threshold RegressionCode0
Robust Frequency Constrained UC Using Data Driven Logistic Regression for Island Power Systems0
A Predictive Model for Student Performance in Classrooms Using Student Interactions With an eTextbook0
Probing Pretrained Models of Source CodeCode0
Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe ScreeningCode0
Improving the repeatability of deep learning models with Monte Carlo dropoutCode0
Continuously Generalized Ordinal Regression for Linear and Deep Models0
Evolvability Degeneration in Multi-Objective Genetic Programming for Symbolic Regression0
Deep Monte Carlo Quantile Regression for Quantifying Aleatoric Uncertainty in Physics-informed Temperature Field ReconstructionCode0
Physics-Informed Deep Monte Carlo Quantile Regression method for Interval Multilevel Bayesian Network-based Satellite Heat Reliability Analysis0
Spiking Cochlea with System-level Local Automatic Gain Control0
Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution GeneralizationCode1
Improving Molecular Representation Learning with Metric Learning-enhanced Optimal TransportCode1
Towards Data-Algorithm Dependent Generalization: a Case Study on Overparameterized Linear Regression0
The Impact of Using Regression Models to Build Defect Classifiers0
Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound0
Fast and Robust Sparsity Learning over Networks: A Decentralized Surrogate Median Regression Approach0
Posterior Consistency for Bayesian Relevance Vector Machines0
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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