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regression

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Showing 1551–1575 of 9424 papers

TitleStatusHype
Beta quantile regression for robust estimation of uncertainty in the presence of outliers—0
An Efficient Data Analysis Method for Big Data using Multiple-Model Linear Regression—0
Can LLM Generate Regression Tests for Software Commits?—0
Can machine learning algorithms perform better than multiple linear regression in predicting nitrogen excretion from lactating dairy cows—0
An Interval-Valued Time Series Forecasting Scheme With Probability Distribution Features for Electric Power Generation Prediction—0
A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression—0
Can we achieve robustness from data alone?—0
Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression—0
Best Subset Selection via a Modern Optimization Lens—0
Capital Structure in U.S., a Quantile Regression Approach with Macroeconomic Impacts—0
Cap or No Cap? What Can Governments Do to Promote EV Sales?—0
CapsuleRRT: Relationships-Aware Regression Tracking via Capsules—0
Anisotropic Random Feature Regression in High Dimensions—0
Asymmetric uncertainty : Nowcasting using skewness in real-time data—0
Carbon Price Forecasting with Quantile Regression and Feature Selection—0
Simultaneous Best Subset Selection and Dimension Reduction via Primal-Dual Iterations—0
An Iterative Regression Approach for Face Pose Estimation from RGB Images—0
CARE: Confidence-Aware Regression Estimation of building density fine-tuning EO Foundation Models—0
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience—0
CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection—0
An _1,l_2,l_\-Regularization Approach to High-Dimensional Errors-in-variables Models—0
Cascaded Boundary Regression for Temporal Action Detection—0
Cascaded Calibration of Mechatronic Systems via Bayesian Inference—0
Cascaded Continuous Regression for Real-time Incremental Face Tracking—0
An Efficient Augmented Lagrangian Based Method for Constrained Lasso—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

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