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Showing 951–960 of 9424 papers

Title	Date	Tasks	Status	Hype
CUQDS: Conformal Uncertainty Quantification under Distribution Shift for Trajectory Prediction	Jun 17, 2024	Predictionregression	—Unverified	0
Entropic Regression DMD (ERDMD) Discovers Informative Sparse and Nonuniformly Time Delayed Models	Jun 17, 2024	regression	—Unverified	0
DistPred: A Distribution-Free Probabilistic Inference Method for Regression and Forecasting	Jun 17, 2024	Bayesian InferenceComputational Efficiency	CodeCode Available	2
Linear Bellman Completeness Suffices for Efficient Online Reinforcement Learning with Few Actions	Jun 17, 2024	regressionReinforcement Learning (RL)	—Unverified	0
Analysing the Behaviour of Tree-Based Neural Networks in Regression Tasks	Jun 17, 2024	regression	CodeCode Available	0
Research on Trends in Illegal Wildlife Trade based on Comprehensive Growth Dynamic Model	Jun 16, 2024	regression	—Unverified	0
First-Order Manifold Data Augmentation for Regression Learning	Jun 16, 2024	Data Augmentationregression	CodeCode Available	0
Stacking for Probabilistic Short-term Load Forecasting	Jun 15, 2024	Demand ForecastingLoad Forecasting	—Unverified	0
Full reference point cloud quality assessment using support vector regression	Jun 15, 2024	Point Cloud Quality Assessmentregression	CodeCode Available	0
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting	Jun 14, 2024	Hyperparameter OptimizationMulti-Task Learning	—Unverified	0

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified